{"id":"W3014538035","doi":"10.51656/psycause.v7i2.10107","title":"Les difficultés désirables","year":2019,"lang":"fr","type":"article","venue":"Psycause revue scientifique étudiante de l École de psychologie de l Université Laval","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005524301,0.0003918089,0.0004515554,0.0003170908,0.001035899,0.0002001055,0.001186348,0.0008036631,0.0009699616],"category_scores_gemma":[0.0007315109,0.0004783258,0.0003610311,0.001510329,0.001640447,0.0004756711,0.0001142657,0.0008198781,0.0004748465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562485,"about_ca_system_score_gemma":0.0009718447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372144,"about_ca_topic_score_gemma":0.002042099,"domain_scores_codex":[0.9947224,0.001902734,0.000421535,0.001066897,0.0003428854,0.001543594],"domain_scores_gemma":[0.9968283,0.001246071,0.0003486913,0.0006474397,0.0004103091,0.0005191698],"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":[0.00009966191,0.001637976,0.3670603,0.0007253116,0.0004966081,0.0002139588,0.1355032,0.001286182,0.008933625,0.3997942,0.06359632,0.02065266],"study_design_scores_gemma":[0.002236192,0.0002329711,0.3554448,0.001380393,0.000353242,0.0002352445,0.1923333,0.001036565,0.0003520318,0.008282575,0.436676,0.001436646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455465,0.003405236,0.001196927,0.06314705,0.009026241,0.0006632907,0.0001204283,0.0002198388,0.07667445],"genre_scores_gemma":[0.870169,0.01280844,0.007075795,0.001686873,0.001963397,0.00003337683,0.00006036505,0.000065446,0.1061373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3915116,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547092415037163,"score_gpt":0.3936077397082577,"score_spread":0.2388984982045413,"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."}}