{"id":"W4311398420","doi":"10.4000/hommesmigrations.14738","title":"Valentine Hamet, Les Couleurs","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004138794,0.0001652948,0.0002272249,0.00006938406,0.005143228,0.00008898741,0.0002969193,0.00007231226,0.006953829],"category_scores_gemma":[0.0001384325,0.0001968421,0.0002242435,0.0008689548,0.0007997583,0.0001667765,0.0001766289,0.0003396749,0.0001542189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466267,"about_ca_system_score_gemma":0.0001925256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02051512,"about_ca_topic_score_gemma":0.02057932,"domain_scores_codex":[0.9980098,0.0004758655,0.0002681611,0.0002666157,0.0005287747,0.0004507901],"domain_scores_gemma":[0.9992753,0.0002277025,0.0001243199,0.0001696677,0.00008728778,0.0001157833],"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":[0.000001937502,0.0002416824,0.0019418,0.000008190736,0.00006611952,0.000005900573,0.02992117,0.00008399766,0.000009278056,0.1549727,0.7870209,0.02572636],"study_design_scores_gemma":[0.0001595152,0.00006897126,0.002716661,0.000008524726,0.00008634391,0.000001451657,0.03944833,0.0001200312,0.000004035141,0.005533739,0.9516491,0.0002033026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04374686,0.7831859,0.0003654805,0.07000795,0.006717646,0.0004192007,0.0004854363,0.0001639446,0.09490759],"genre_scores_gemma":[0.5267272,0.00527676,0.0003381809,0.0008981645,0.001085266,0.0001698415,0.00005588715,0.00002053067,0.4654282],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7779092,"threshold_uncertainty_score":0.9972926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0553199472317828,"score_gpt":0.2854167462224633,"score_spread":0.2300967989906805,"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."}}