{"id":"W4200167764","doi":"10.32920/17041307.v1","title":"Sondage du Grand Moncton","year":2021,"lang":"fr","type":"preprint","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Immigration; Philosophy; Law","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":[0.001865169,0.000568266,0.0004306386,0.0008661849,0.007148452,0.004583403,0.0006135956,0.001574093,0.03944695],"category_scores_gemma":[0.002753403,0.0002605213,0.0003076105,0.0008623337,0.0024229,0.001691747,0.003094279,0.002781271,0.004481901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01154037,"about_ca_system_score_gemma":0.009158642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1145274,"about_ca_topic_score_gemma":0.1986084,"domain_scores_codex":[0.9981464,0.0006016986,0.0000286524,0.0002591924,0.0003533236,0.0006107655],"domain_scores_gemma":[0.9985465,0.0002277216,0.0001066794,0.0001090072,0.0003799491,0.000630069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004079696,0.00006616701,0.005762698,0.0001816542,0.00002037288,0.001594483,0.0338324,0.0002514733,0.001373814,0.4763987,0.3604923,0.119618],"study_design_scores_gemma":[0.000005115243,0.00002619313,0.003363016,0.00006814629,0.000003622922,0.0001436256,0.002201165,0.00005299723,0.0001774187,0.001812532,0.9921377,0.000008422422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1287885,0.01963101,0.002125383,0.1093909,0.01143948,0.00005129849,0.0005248033,0.0003155961,0.727733],"genre_scores_gemma":[0.28202,0.002976724,0.0007203917,0.005562094,0.0009384759,0.00003356801,0.0001773473,0.000204443,0.707367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8854726,"threshold_uncertainty_score":0.2277216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04481943205271786,"score_gpt":0.2601234839201763,"score_spread":0.2153040518674584,"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."}}