{"id":"W2796297493","doi":"10.3917/pro.363.0080","title":"Adaptation, not fossilization","year":2018,"lang":"fr","type":"article","venue":"Revue Projet","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005334485,0.0001773076,0.0001790473,0.00006403906,0.0005358782,0.0001430562,0.0002217519,0.0002310392,0.0009560488],"category_scores_gemma":[0.0005440827,0.0001857044,0.00008376005,0.0003926565,0.001130073,0.0005735904,0.00003483797,0.0001135879,0.001302956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008807082,"about_ca_system_score_gemma":0.0006744559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004640916,"about_ca_topic_score_gemma":0.008896811,"domain_scores_codex":[0.9980611,0.0003741576,0.0003946045,0.0003640759,0.0003323122,0.0004737888],"domain_scores_gemma":[0.9984379,0.00008120194,0.000218797,0.0002457657,0.0008515102,0.0001648086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002022404,0.0001803903,0.005797156,0.0002494312,0.00006970902,0.000003936204,0.4525307,0.0001114204,0.0003186555,0.4252293,0.05783472,0.05765435],"study_design_scores_gemma":[0.0002142293,0.00006646603,0.006452279,0.0001066847,0.00005745775,0.000005708601,0.009781159,0.01024937,0.0005782002,0.0007918457,0.971422,0.0002745962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3872037,0.01120744,0.02194167,0.3536438,0.02791227,0.004734714,0.0003915074,0.0008186619,0.1921463],"genre_scores_gemma":[0.6568906,0.0009998748,0.005537322,0.005978895,0.008984967,0.00004238085,0.00008731404,0.00004059541,0.3214381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9135873,"threshold_uncertainty_score":0.9999572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2651736751967908,"score_gpt":0.422576011953163,"score_spread":0.1574023367563722,"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."}}