{"id":"W4200134602","doi":"10.32920/17041268","title":"Greater Moncton Poll","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","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":[0.004336714,0.0006022327,0.0006110254,0.002430494,0.00717623,0.00498669,0.001436383,0.004177975,0.1535534],"category_scores_gemma":[0.007369487,0.0005647278,0.0004352207,0.001865046,0.0009249561,0.002263072,0.004081938,0.004025102,0.01721148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009345126,"about_ca_system_score_gemma":0.008300955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09151345,"about_ca_topic_score_gemma":0.3489862,"domain_scores_codex":[0.997151,0.00041492,0.00007227722,0.0004936083,0.0009360814,0.0009321173],"domain_scores_gemma":[0.99584,0.001045604,0.0001772365,0.0003076038,0.0009038057,0.001725916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001568472,0.00007639021,0.002687719,0.0001011367,0.000007117591,0.0002141213,0.001009364,0.00001834995,0.0005582228,0.005494352,0.976772,0.01290436],"study_design_scores_gemma":[0.00004980196,0.00003242385,0.03089556,0.0000837938,0.000006478186,0.00005231993,0.001289504,0.0000587082,0.0002372751,0.000402894,0.9668719,0.00001923345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08069886,0.004598177,0.0006174517,0.2708654,0.02337895,0.0007435668,0.02160047,0.0005787602,0.5969183],"genre_scores_gemma":[0.07314501,0.00076681,0.0004779703,0.09397452,0.003546729,0.0006350101,0.004857758,0.0002320822,0.8223641],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9084865,"threshold_uncertainty_score":0.5136873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815893829269,"score_gpt":0.3132888168724964,"score_spread":0.2851298785798064,"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."}}