{"id":"W7070833513","doi":"","title":"Reconfiguration des liens de collaboration entre acteurs industriels et universitaires de la recherche en intelligence artificielle à Montréal et à Toronto.","year":2021,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge production; Lien; Context (archaeology); Field (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0198924,0.0005839617,0.0004404137,0.0003420059,0.002237235,0.003278004,0.0006190505,0.002859099,0.0002281669],"category_scores_gemma":[0.02517022,0.0006834347,0.0003259695,0.001791073,0.001768222,0.0067343,0.0001063158,0.002092733,0.00005996059],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02303518,"about_ca_system_score_gemma":0.03269639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004847995,"about_ca_topic_score_gemma":0.009237102,"domain_scores_codex":[0.9817289,0.01376983,0.001176619,0.0008286462,0.001736755,0.0007592745],"domain_scores_gemma":[0.9859374,0.009449936,0.0008844348,0.0002912061,0.002976622,0.0004604197],"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":[0.0002195163,0.0004279505,0.0007084995,0.0002371774,0.000222552,0.00006205546,0.1450175,0.0331169,0.01111681,0.7818412,0.003464537,0.02356524],"study_design_scores_gemma":[0.001036781,0.000172774,0.004301083,0.002432251,0.0002398468,0.0004714254,0.3330119,0.01134539,0.05301929,0.07221823,0.520003,0.001748035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1550069,0.001576342,0.08246411,0.002605445,0.002462128,0.001281534,0.0005372272,0.0002126229,0.7538537],"genre_scores_gemma":[0.8888098,0.002172159,0.01666372,0.0003843285,0.0005759489,0.0002001142,0.002808695,0.00005464249,0.08833058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7338029,"threshold_uncertainty_score":0.9995617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253378494980262,"score_gpt":0.3984985678722566,"score_spread":0.2731607183742304,"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."}}