{"meta":{"query_hash":"8875a2c256f2","filters":{"venue":"Lucrările Seminarului Geografic"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/8875a2c256f2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Lucr%C4%83rile+Seminarului+Geografic"},"results":[{"id":"W3022326966","doi":"10.15551/lsgdc.v38i1.999","title":"LE DÉVELOPPEMENT TERRITORIAL DURABLE AUX ÉCHELLES INFRANATIONALES : LE CAS DU PROGRAMME DE FORMATION MÉDICALE À SAGUENAY (PFMS)","year":2015,"lang":"fr","type":"article","venue":"Lucrările Seminarului Geografic","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.0620797798412887,"score_gpt":0.2739170729054735,"score_spread":0.2118372930641848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022326966","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":[0.8276054,0.005365931,0.007846078,0.028123312,0.00044655683,0.00043763767,0.00050777826,0.000081582795,0.12958565],"genre_scores_gemma":[0.9711713,0.0012406344,0.004698582,0.0007229513,0.000059389495,0.0002490676,0.00015961837,0.000019116766,0.02167934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99702007,0.0014245706,0.000065782326,0.00022818637,0.00035537922,0.00090606237],"domain_scores_gemma":[0.9959233,0.0015295729,0.0004610643,0.00018116336,0.00053439377,0.0013705486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043671275,0.0002932727,0.0003276899,0.0009830433,0.0026246945,0.0030851674,0.0008563339,0.0012348396,0.007300597],"category_scores_gemma":[0.0061466997,0.00019918311,0.00037676105,0.0014073342,0.0025451982,0.001367288,0.0068200873,0.0014120607,0.00033597046],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005230771,0.00038087653,0.13972758,0.0012965644,0.00011256988,0.00286098,0.12182891,0.005690636,0.001824408,0.36086166,0.015992703,0.34890008],"study_design_scores_gemma":[0.00011253444,0.0012620327,0.30050325,0.0013124458,0.000089319285,0.0010009336,0.11264679,0.0035665107,0.0008083747,0.02784482,0.5508,0.00005293597],"about_ca_topic_score_codex":0.058885157,"about_ca_topic_score_gemma":0.08263312,"teacher_disagreement_score":0.94111484,"about_ca_system_score_codex":0.008637005,"about_ca_system_score_gemma":0.01717745,"threshold_uncertainty_score":0.1170848},"labels":[],"label_agreement":null},{"id":"W4285723843","doi":"10.15551/lsgdc.v48i1.04","title":"Urbanité et centralité : Le paradoxe des villes moyennes périphériques","year":2020,"lang":"fr","type":"article","venue":"Lucrările Seminarului Geografic","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04276170437109723,"score_gpt":0.25978797672331305,"score_spread":0.21702627235221583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285723843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4340546,0.004997475,0.015917866,0.039989494,0.00013183926,0.00006932463,0.0005152003,0.00011502186,0.50420904],"genre_scores_gemma":[0.99153847,0.00057474116,0.00066347537,0.00031840833,0.000012857028,0.000013701881,0.00003205522,0.000015164041,0.0068311533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989956,0.00031887923,0.000017127017,0.0001957274,0.00016893526,0.00030360103],"domain_scores_gemma":[0.9976115,0.00075690687,0.0002741458,0.00016906844,0.0006317424,0.00055660337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012274209,0.00021742165,0.00044138797,0.0013747404,0.0070942654,0.0095922,0.000867099,0.0013470049,0.010343132],"category_scores_gemma":[0.0036184932,0.00023722419,0.00035952852,0.002287034,0.020359436,0.0046313293,0.00438917,0.0015302473,0.00046742495],"study_design_candidate":"not_applicable","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":[0.00003954189,0.000013054263,0.0041388124,0.00008500759,0.000015748295,0.00017017894,0.008867638,0.0010980669,0.00023305688,0.9766351,0.0031366271,0.005567145],"study_design_scores_gemma":[0.00009516888,0.00005293249,0.04945652,0.000557997,0.0000829439,0.0004063961,0.08987345,0.0054232394,0.0005524903,0.6378476,0.21554893,0.000102263846],"about_ca_topic_score_codex":0.4929023,"about_ca_topic_score_gemma":0.5429018,"teacher_disagreement_score":0.4929023,"about_ca_system_score_codex":0.025189202,"about_ca_system_score_gemma":0.01342045,"threshold_uncertainty_score":0.9800666},"labels":[],"label_agreement":null}]}