{"id":"W1589076019","doi":"","title":"Comprendre le vernaculaire pour s’intégrer","year":2011,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"INT; Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001686695,0.0002208716,0.0003055206,0.00003033188,0.00239678,0.00002213647,0.0004099251,0.0002556037,0.001311974],"category_scores_gemma":[0.0000632146,0.0002558742,0.00025505,0.000265036,0.0006932282,0.0001805449,0.000303057,0.0002215063,0.0008661532],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004893626,"about_ca_system_score_gemma":0.0001185229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.361158,"about_ca_topic_score_gemma":0.3684896,"domain_scores_codex":[0.9984254,0.000163711,0.0001561117,0.0003314831,0.0003120154,0.0006113254],"domain_scores_gemma":[0.9991581,0.00005974236,0.0001489327,0.0001784692,0.0001775833,0.0002772149],"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":[0.00004674749,0.0002329181,0.006087269,0.00003212019,0.0004333506,0.00267596,0.06080043,0.000007869965,0.00001361014,0.5851063,0.2933868,0.0511767],"study_design_scores_gemma":[0.0005594943,0.00004486245,0.006871989,0.00006220076,0.0001726313,0.00005250563,0.02895624,0.00006208482,0.00001905451,0.006746154,0.9561197,0.0003331403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3302741,0.1533034,0.0002419251,0.05523904,0.002288296,0.0002863081,0.00007500996,0.0002147262,0.4580772],"genre_scores_gemma":[0.4562533,0.0127987,0.0008108055,0.000242398,0.0005282967,0.000002207463,0.000005939582,0.00001821467,0.5293401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6627329,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974442865406515,"score_gpt":0.1907546610194321,"score_spread":0.1710102323653669,"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."}}