{"id":"W4231126395","doi":"10.17184/eac.anthropen.133","title":"WCAA","year":2020,"lang":"fr","type":"article","venue":"Anthropen","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000132165,0.0001140163,0.0002189626,0.000006453355,0.0006945654,0.00007439888,0.0002797048,0.0001011782,0.008721952],"category_scores_gemma":[0.0001547176,0.000117127,0.00009854437,0.0004056071,0.001530424,0.0002208507,0.0001301791,0.0001421144,0.005125377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009264764,"about_ca_system_score_gemma":0.00009924522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01949599,"about_ca_topic_score_gemma":0.002109769,"domain_scores_codex":[0.9988875,0.000141688,0.0001471372,0.0002178442,0.0002495091,0.000356367],"domain_scores_gemma":[0.9995467,0.00005633451,0.00005246589,0.00007092366,0.00005163094,0.0002219466],"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":[0.000003637803,0.00003728998,0.0004601841,0.00001769326,0.00005285156,0.00002349247,0.05644163,0.00000112238,0.000006608798,0.251292,0.6417627,0.04990086],"study_design_scores_gemma":[0.0001337288,0.0000841603,0.0005830596,0.0000202604,0.00002770501,1.565316e-7,0.008823801,0.00003282397,0.00002162868,0.001711849,0.9884021,0.0001587805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001933221,0.0684021,0.00008175387,0.240402,0.002901615,0.0001721999,0.00001451031,0.00005679125,0.6860359],"genre_scores_gemma":[0.7838942,0.02752309,0.0003355764,0.01447788,0.00694431,0.00001072398,0.000003879483,0.00002834401,0.1667819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.781961,"threshold_uncertainty_score":0.9956492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500703528250651,"score_gpt":0.3169120773828981,"score_spread":0.166841724557833,"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."}}