{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"27bc2d539fd4","filters":{"venue":"˜The œPlymouth student scientist"}},"results":[{"id":"W4405636023","doi":"10.70156/1754-2383.1505","title":"Assessing the factors that contribute to Marine Protected Area (MPA) effectiveness and whether global protected areas of 30% can be achieved by 2030","year":2024,"lang":"en","type":"article","venue":"˜The œPlymouth student scientist","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"United Nations Development Programme","keywords":"Marine protected area; Environmental science; Environmental resource management; Environmental planning; Biology; Ecology","authors":[{"name":"Jil L Heinimann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131266316901711,"gpt":0.270827947460582,"spread":0.2577013157704109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01816025,0.0008543802,0.002114865,0.01112116,0.0005805491,0.004891297,0.001257308,0.001415613,0.004614567],"category_scores_gemma":[0.07593625,0.0005036869,0.002763746,0.01244088,0.001391766,0.004129361,0.001998248,0.00103671,0.0004145156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994414,"about_ca_system_score_gemma":0.01240821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00915779,"about_ca_topic_score_gemma":0.02164217,"domain_scores_codex":[0.9864044,0.005600469,0.003558889,0.001053157,0.003017719,0.0003653713],"domain_scores_gemma":[0.9122307,0.07128744,0.009825353,0.0006266405,0.005600966,0.0004289287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000145056,0.00006351657,0.02257925,0.6021916,0.005436758,0.0002695514,0.002396241,0.000726865,0.000387171,0.01017588,0.003925245,0.3517028],"study_design_scores_gemma":[0.00006277876,0.0004505709,0.08686626,0.7565318,0.02523218,0.000845741,0.008806493,0.0009163328,0.0008819731,0.01007072,0.109197,0.0001380457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01126413,0.9780503,0.001161427,0.002669099,0.0001897669,0.0002884651,0.001296083,0.00001108146,0.005069663],"genre_scores_gemma":[0.1919591,0.8015507,0.003656773,0.0008330587,0.0001717134,0.0006363294,0.0007931568,0.00001282989,0.0003863424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01816025,"threshold_uncertainty_score":0.09604174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116444880","doi":"10.70156/1754-2383.1515","title":"The lived experience of UK students transitioning to university with Type 1 Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"˜The œPlymouth student scientist","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Superordinate goals; Thematic analysis; Qualitative research; Type 1 diabetes; Lived experience; Autonomy; Health care; Semi-structured interview; Independence (probability theory); Patient Empowerment","authors":[{"name":"Emelia C Steel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01620887074623051,"gpt":0.3129382402090885,"spread":0.296729369462858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003738903,0.0005304271,0.001046043,0.001120305,0.007917346,0.006480617,0.001271072,0.002034946,0.002351682],"category_scores_gemma":[0.008750549,0.000576772,0.0005921453,0.001064444,0.006348808,0.003116999,0.008851224,0.00451967,0.0004899767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004239676,"about_ca_system_score_gemma":0.002941567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841082,"about_ca_topic_score_gemma":0.02908788,"domain_scores_codex":[0.9953882,0.002655881,0.0002015066,0.000263644,0.0004673448,0.00102342],"domain_scores_gemma":[0.9930362,0.001996802,0.0007206685,0.0001807543,0.000637639,0.003427917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001118797,0.0001173492,0.01868604,0.0001137756,0.00001700466,0.001776045,0.9683828,0.00005415344,0.0005748266,0.0005397211,0.001058144,0.008568299],"study_design_scores_gemma":[0.00000588845,0.0002397064,0.008873913,0.0001545633,0.00001149871,0.0008890846,0.9825896,0.00006700581,0.0001385487,0.0001630372,0.006826649,0.00004046507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959268,0.0006726458,0.000173099,0.00141455,0.00008234032,0.00002169694,0.00003204426,0.000009448069,0.001667293],"genre_scores_gemma":[0.9981129,0.000491905,0.00009975683,0.0004958404,0.00002003887,0.00001641858,0.00001870707,0.000007154709,0.0007372822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01841082,"threshold_uncertainty_score":0.03660733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}