{"id":"W7084605540","doi":"10.25318/2710040801-fra","title":"Estimations expérimentales des obstacles à la commercialisation de la propriété intellectuelle dans l'enseignement supérieur canadien, selon le type d'institution","year":2025,"lang":"fr","type":"dataset","venue":"Open MIND","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Obstacle; Commercialization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002574502,0.001307773,0.0007690141,0.002402189,0.0008919733,0.00168456,0.00162503,0.001707704,0.01501307],"category_scores_gemma":[0.01592216,0.0003375426,0.00130964,0.003633883,0.0005063294,0.001169495,0.001262722,0.001731097,0.01159828],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004008149,"about_ca_system_score_gemma":0.00432796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2759771,"about_ca_topic_score_gemma":0.4388829,"domain_scores_codex":[0.9984528,0.0004076451,0.00009976454,0.000397172,0.0003897478,0.0002528296],"domain_scores_gemma":[0.9929502,0.002978464,0.0005156193,0.0009887276,0.002028176,0.0005388743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004960895,0.000262755,0.0244411,0.0009156246,0.0002112929,0.0000557314,0.0001852966,0.00652395,0.0002596827,0.002629311,0.9436629,0.0203563],"study_design_scores_gemma":[0.001316756,0.0002605267,0.2158378,0.0009201685,0.00036975,0.0002298007,0.001583257,0.03831124,0.00178715,0.00629421,0.7328934,0.0001958627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01671529,0.0006933069,0.0009091653,0.0008465729,0.00015071,0.00007113304,0.9740053,0.0008477719,0.00576082],"genre_scores_gemma":[0.02375488,0.0002281498,0.002198194,0.0001748082,0.00003257184,0.0002197303,0.9680926,0.00009905218,0.005199892],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9959918,"threshold_uncertainty_score":0.5487415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07551020170497748,"score_gpt":0.445307568354559,"score_spread":0.3697973666495815,"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."}}