{"id":"W4391577751","doi":"10.14321/fourthgenre.26.1.0103","title":"Strata","year":2024,"lang":"fr","type":"article","venue":"Fourth Genre Explorations in Nonfiction","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001373145,0.001020014,0.0005869136,0.00183068,0.00460172,0.007087581,0.002117577,0.002078451,0.5661196],"category_scores_gemma":[0.005418203,0.0004761225,0.0006776455,0.001728904,0.001018942,0.004762481,0.005620098,0.001971153,0.4035746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002561399,"about_ca_system_score_gemma":0.003321597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008281085,"about_ca_topic_score_gemma":0.01097551,"domain_scores_codex":[0.9980205,0.0002525713,0.0001078412,0.000468772,0.0007634764,0.0003868483],"domain_scores_gemma":[0.9980437,0.0001469055,0.0001014906,0.0003608324,0.0008862651,0.0004608898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008964402,0.00008217863,0.002566921,0.0002467265,0.00001331539,0.0002880674,0.002002752,0.0000813738,0.0005494422,0.08145483,0.72548,0.1871448],"study_design_scores_gemma":[0.000004055945,0.000008462123,0.0005176016,0.00006684475,0.000002545156,0.00008691608,0.0003920895,0.00002566771,0.00007489677,0.002860544,0.9959555,0.000004952586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002673964,0.001104601,0.003447826,0.005244663,0.002312872,0.0002093264,0.003786404,0.001510614,0.9797097],"genre_scores_gemma":[0.02196153,0.001413182,0.003659026,0.003394478,0.0006804675,0.0002464053,0.006171781,0.0008321621,0.961641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4338804,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309221520379241,"score_gpt":0.4059448896054159,"score_spread":0.2750227375674918,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}