{"id":"W4253523438","doi":"10.1522/cla.sif.vap.inv","title":"invention esthetique","year":2003,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004290374,0.0008572756,0.001011763,0.0002140872,0.007020473,0.000813495,0.002198331,0.001535336,0.001886718],"category_scores_gemma":[0.0006581846,0.0008768351,0.0009125008,0.002665205,0.1975723,0.001537901,0.00023167,0.000954809,0.0009486784],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0142549,"about_ca_system_score_gemma":0.03192689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02969284,"about_ca_topic_score_gemma":0.06393804,"domain_scores_codex":[0.9907352,0.002134768,0.001031489,0.001612729,0.002435555,0.002050308],"domain_scores_gemma":[0.9963962,0.0005908136,0.001441961,0.0004025281,0.0004970407,0.0006714254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000401687,0.0001219003,0.002598098,0.00007414622,0.00003181404,0.00001544958,0.003589453,0.00001330964,0.00001124209,0.8686652,0.1110722,0.01380312],"study_design_scores_gemma":[0.0001284423,0.0002173875,0.0005206233,0.0003410838,0.00005993001,0.000006250397,0.001699499,0.00004180343,0.00001454517,0.4844426,0.5118523,0.0006755908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005245676,0.007288316,0.000536491,0.006634409,0.004554066,0.0007554835,0.00005737865,0.0002286496,0.9746996],"genre_scores_gemma":[0.102925,0.01023517,0.003012851,0.001598395,0.002176016,0.0000552764,0.00001828229,0.00007794205,0.8799011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4007801,"threshold_uncertainty_score":0.9998292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2740796846777093,"score_gpt":0.3923573931219637,"score_spread":0.1182777084442544,"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."}}