{"id":"W1556800709","doi":"","title":"Orientation-lycée, vecteur de changement organisationnel et culturel","year":2002,"lang":"fr","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orientation (vector space); Action (physics); Process (computing); Pedagogy; Psychology; Political science; Sociology; Public relations; Computer science; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00785162,0.0002845839,0.0002608029,0.0009234656,0.004210405,0.0071942,0.0004828813,0.00161296,0.001992407],"category_scores_gemma":[0.007900337,0.0002065713,0.000278637,0.0008837618,0.01692784,0.003317735,0.003319775,0.003048752,0.0002354057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007687015,"about_ca_system_score_gemma":0.01050875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01883733,"about_ca_topic_score_gemma":0.03034563,"domain_scores_codex":[0.9903742,0.00726769,0.0001515724,0.0004221127,0.001106446,0.000677948],"domain_scores_gemma":[0.995204,0.002072839,0.0006157468,0.0005483031,0.0006358222,0.0009233385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009898409,0.0003640187,0.02157007,0.0003132458,0.00002866994,0.0008650504,0.3170561,0.0002889413,0.001459409,0.5136913,0.01020088,0.1340633],"study_design_scores_gemma":[0.00007228395,0.0002248875,0.04108424,0.000634407,0.00002073561,0.0018836,0.4089406,0.000409922,0.002241511,0.09840346,0.4460048,0.00007958381],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5340366,0.01473409,0.03023097,0.09703308,0.00115386,0.0005116407,0.0001226567,0.0001203397,0.3220568],"genre_scores_gemma":[0.9833617,0.001847032,0.003912618,0.001717188,0.00003773766,0.0001465759,0.0000177425,0.00001949409,0.008940008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01883733,"threshold_uncertainty_score":0.0557735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1570438508212458,"score_gpt":0.4033463720615336,"score_spread":0.2463025212402878,"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."}}