{"id":"W6955342851","doi":"10.57907/mirri/tahzkj","title":"MIRRI0066962","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organism; Taxon; Identification (biology); Natural (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001347991,0.0002031275,0.0002785797,0.0001358244,0.0007424015,0.0001040007,0.00074603,0.0002050492,0.9886429],"category_scores_gemma":[0.001251769,0.0002065099,0.0002017753,0.0002236701,0.0001294439,0.0000623632,0.0001656406,0.0004850254,0.099601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849555,"about_ca_system_score_gemma":0.001014038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006240711,"about_ca_topic_score_gemma":0.001262949,"domain_scores_codex":[0.9973411,0.0008475374,0.0003029559,0.0003799612,0.0007315708,0.0003968623],"domain_scores_gemma":[0.9982647,0.0008209834,0.0002317994,0.0004195875,0.00007227277,0.0001906906],"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":[0.000004267665,0.00009700367,0.00008310091,0.00001470815,0.0000284283,0.00002020199,0.0005194583,0.000001951788,7.82241e-7,0.0009101589,0.9968936,0.001426299],"study_design_scores_gemma":[0.0001028099,0.000009651513,0.00006670836,0.00001079207,0.00004757613,0.000002263543,0.001818101,1.547159e-7,0.000002407343,0.001830124,0.9958673,0.0002421345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003579959,0.0007688063,0.00001104406,0.008510906,0.003776486,0.0002300001,0.9862815,0.00006335322,0.0003220771],"genre_scores_gemma":[0.000002681382,0.001081626,0.001586477,0.001664416,0.001833805,0.000052535,0.9711897,0.00002051942,0.02256818],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8890419,"threshold_uncertainty_score":0.9434129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04779024372289077,"score_gpt":0.4064057079001654,"score_spread":0.3586154641772746,"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."}}