{"meta":{"query_hash":"2fd6822ff5ef","filters":{"venue":"Inżynieria Mineralna"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2fd6822ff5ef","api":"https://metacan.xera.ac/api/v1/cohort?venue=In%C5%BCynieria+Mineralna"},"results":[{"id":"W2581391665","doi":"10.29227/im-2015-02-41","title":"Effect of Ambient Conditions on Self-Heating Characteristics of a Ni-Cu Sulphide Ore","year":2015,"lang":"en","type":"article","venue":"Inżynieria Mineralna","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Metallurgy; Materials science; Environmental science","score_opus":0.009879228124643728,"score_gpt":0.24055130015028076,"score_spread":0.23067207202563703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581391665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996505,0.00003378587,0.00010432735,0.0000028544516,0.0000015252239,0.0000029450391,0.00004959579,0.000011137668,0.00014325816],"genre_scores_gemma":[0.99935585,0.000028838784,0.00017739808,0.0000037519626,0.000001496735,0.0000035125627,0.00012702189,0.0000067901115,0.00029530772],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998745,0.0000144396545,0.000010860961,0.00003434663,0.000043479118,0.000022347924],"domain_scores_gemma":[0.99978334,0.00004364065,0.00005178029,0.000018698145,0.000065824184,0.00003679105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015367812,0.00023644402,0.0003451451,0.00025752743,0.0002355608,0.00031006787,0.00015854609,0.00019965468,0.00060896506],"category_scores_gemma":[0.00026547367,0.00015164327,0.00022468956,0.00017181186,0.0002038454,0.00015698715,0.00019884612,0.00020458316,0.00012783913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071892515,0.000050412436,0.010795305,0.00005104605,0.000025126716,0.00019608693,0.00010016153,0.0003177204,0.9852165,0.000007834312,0.000028246199,0.0024926877],"study_design_scores_gemma":[0.000015552634,0.0014500916,0.25102323,0.000006760806,0.000039862804,0.0002368753,0.00020141169,0.0019312965,0.74436474,0.000016289729,0.00069597154,0.00001790917],"about_ca_topic_score_codex":0.0017134692,"about_ca_topic_score_gemma":0.0035192957,"teacher_disagreement_score":0.0017134692,"about_ca_system_score_codex":0.00019178574,"about_ca_system_score_gemma":0.00010617262,"threshold_uncertainty_score":0.003406942},"labels":[],"label_agreement":null},{"id":"W2953553146","doi":"10.29227/im-2018-01-05","title":"Market for Critical Raw Materials and its Influence on Mineral Prices","year":2018,"lang":"en","type":"article","venue":"Inżynieria Mineralna","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Raw material; Mineral; Natural resource economics; Environmental science; Business; Economics; Materials science; Metallurgy; Ecology; Biology","score_opus":0.017076447930600223,"score_gpt":0.2960061109677403,"score_spread":0.2789296630371401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953553146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73595166,0.0067164362,0.0025302512,0.009049234,0.00023509943,0.000057039666,0.0009864038,0.00008023839,0.2443936],"genre_scores_gemma":[0.9871126,0.0014208705,0.0002213794,0.00030811233,0.00010748819,0.000009010757,0.00012916233,0.00002704773,0.010664362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99935216,0.00010994402,0.000020112124,0.00010288304,0.00030772111,0.00010718946],"domain_scores_gemma":[0.99585104,0.001954047,0.0011131244,0.00009736813,0.0006460851,0.0003384219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080273964,0.00013308572,0.00021468027,0.00078374904,0.00050057203,0.0046822624,0.00034896834,0.0008395723,0.01168587],"category_scores_gemma":[0.0043691224,0.00014918618,0.00032329373,0.00086927845,0.00079066574,0.0019834568,0.000733747,0.0012669198,0.00101004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015891882,0.0007702664,0.22391056,0.0010552217,0.00027340744,0.007895135,0.0037258717,0.012767921,0.016374644,0.5297623,0.05437914,0.14749631],"study_design_scores_gemma":[0.00013271505,0.00086962146,0.5113602,0.0005307169,0.00028975966,0.0019199923,0.011055169,0.02296091,0.011937704,0.105772115,0.3328953,0.00027582666],"about_ca_topic_score_codex":0.0045103515,"about_ca_topic_score_gemma":0.0033714126,"teacher_disagreement_score":0.01168587,"about_ca_system_score_codex":0.0019407416,"about_ca_system_score_gemma":0.0008751128,"threshold_uncertainty_score":0.039093137},"labels":[],"label_agreement":null},{"id":"W4399997205","doi":"10.29227/im-2024-01-58","title":"Predicting the Atlantic Meridional Overturning Circulation Using Nonlinear System Identification Methods and the NARMAX Model","year":2024,"lang":"en","type":"article","venue":"Inżynieria Mineralna","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Natural Environment Research Council; Sight Research UK","keywords":"Physics; Computer science","score_opus":0.021144996186322932,"score_gpt":0.28018375874274987,"score_spread":0.25903876255642694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399997205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58173275,0.00048022752,0.41223875,0.0003689403,0.000058303503,0.00008366236,0.00024231267,0.0007326465,0.004062423],"genre_scores_gemma":[0.97069025,0.00014540687,0.02752922,0.000025174266,0.000013398646,0.0000631195,0.00020502135,0.000017621798,0.0013107166],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988294,0.00004469279,0.000008110818,0.00002930807,0.000019593255,0.000015352925],"domain_scores_gemma":[0.99953485,0.0003292441,0.000051109495,0.000013219317,0.000058302172,0.000013317205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056562276,0.0007992545,0.000370136,0.00026086305,0.00035151164,0.00046695085,0.000316868,0.00046008587,0.00080154295],"category_scores_gemma":[0.0011610538,0.00028696953,0.00041410845,0.00019730067,0.00018653393,0.0003972981,0.00033540017,0.0007529412,0.00019777118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064868196,0.000074699376,0.004052297,0.000057910893,0.000036019228,0.00006371213,0.00006389863,0.9676753,0.0029771733,0.0006922601,0.00029700057,0.023944892],"study_design_scores_gemma":[0.0000010308132,0.000005510187,0.00032737444,9.754202e-7,0.0000018313967,0.0000010715227,0.0000031632444,0.9993818,0.00017670634,0.00006956451,0.000029185549,0.0000017394452],"about_ca_topic_score_codex":0.01836322,"about_ca_topic_score_gemma":0.01494759,"teacher_disagreement_score":0.01836322,"about_ca_system_score_codex":0.00032928702,"about_ca_system_score_gemma":0.00066790654,"threshold_uncertainty_score":0.036512673},"labels":[],"label_agreement":null},{"id":"W7077909283","doi":"10.29227/im-2019-02-82","title":"Forecasts of Production, Consumption, and the Trade Balance of Primary Energy and Fuels in the USA","year":2019,"lang":"en","type":"article","venue":"Inżynieria Mineralna","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary energy; Fossil fuel; Energy security; Coal; Renewable energy; Energy policy; Balance of trade; European union; Emissions trading; Balance (ability)","score_opus":0.014160508064938583,"score_gpt":0.2045870201653093,"score_spread":0.19042651210037073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7077909283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252756,0.0014129031,0.010219215,0.0009797029,0.00017555678,0.00004438995,0.039920773,0.0004551775,0.021516614],"genre_scores_gemma":[0.9845079,0.00081476587,0.0027370646,0.00005540186,0.000017024911,0.000021553444,0.009951827,0.000020011961,0.0018744477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99983406,0.000032355572,0.000012055531,0.000036790607,0.000064778724,0.000019952064],"domain_scores_gemma":[0.9995196,0.00014853888,0.000051821502,0.000015300697,0.00024348377,0.0000213539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042034296,0.0005092783,0.00016179215,0.0010166493,0.00018963331,0.0006213801,0.00021578415,0.00038370545,0.0005688003],"category_scores_gemma":[0.0009641323,0.00018991994,0.0003229475,0.001358253,0.000115908944,0.00043176833,0.00014462776,0.0003485001,0.0001997299],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003337523,0.00005768282,0.107702374,0.0001873172,0.000114642484,0.00050332805,0.0002438796,0.82191133,0.00291171,0.005365661,0.026757604,0.03391067],"study_design_scores_gemma":[0.000024094226,0.00013130516,0.16013655,0.00012711795,0.00008637415,0.00015000912,0.0007878212,0.78751,0.0038847656,0.0032258215,0.043830514,0.00010571705],"about_ca_topic_score_codex":0.07692455,"about_ca_topic_score_gemma":0.07928327,"teacher_disagreement_score":0.07692455,"about_ca_system_score_codex":0.0017609164,"about_ca_system_score_gemma":0.00060259557,"threshold_uncertainty_score":0.15295362},"labels":[],"label_agreement":null}]}