{"id":"W4242935582","doi":"10.3917/talla.kupfe.2015.01","title":"Laval","year":2015,"lang":"it","type":"book","venue":"Tallandier eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001473139,0.0005303122,0.0007373916,0.00007362467,0.0006943027,0.0003548414,0.0012356,0.0008441879,0.001084749],"category_scores_gemma":[0.0001502791,0.0004875983,0.0003638879,0.0001337143,0.001591907,0.0001230788,0.0002856354,0.0006137766,0.001965295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007362182,"about_ca_system_score_gemma":0.004540636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207274,"about_ca_topic_score_gemma":0.01214012,"domain_scores_codex":[0.9951082,0.000232622,0.0005159214,0.0008145571,0.002192329,0.001136379],"domain_scores_gemma":[0.9977627,0.0001403023,0.0006055113,0.0004492121,0.0003030413,0.0007392163],"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":[0.00006079893,0.00004659015,0.001232799,0.000049324,0.0001474868,0.0001201909,0.05737108,0.000001499938,0.0000121053,0.1045393,0.8177654,0.01865343],"study_design_scores_gemma":[0.000416679,0.0001346504,0.0003307353,0.0001231796,0.00008313893,0.000003125253,0.003139865,0.000006995469,0.000004211182,0.03181815,0.9632608,0.0006784504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002043364,0.0004299766,0.000005653562,0.0008353048,0.003113695,0.0005383998,0.0001160919,0.0001270737,0.9927905],"genre_scores_gemma":[0.03831754,0.0002119154,0.00004152462,0.0003924908,0.004652466,0.00002529917,0.00002034357,0.00005279923,0.9562856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1454954,"threshold_uncertainty_score":0.9998284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069930789763446,"score_gpt":0.3005711184993391,"score_spread":0.2598718106017046,"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."}}