{"id":"W6924876051","doi":"10.17605/osf.io/ehsjw","title":"Project Canada 1975-90 Panel Study","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"New Zealand Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001987267,0.0002660647,0.0006980004,0.00008362124,0.0003602583,0.0001292143,0.000579472,0.0001154826,0.1668435],"category_scores_gemma":[0.0009924554,0.000339327,0.0001673682,0.0002385287,0.00006543621,0.0001695084,0.0009050373,0.0003103084,0.3039436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052375,"about_ca_system_score_gemma":0.0004574893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3269547,"about_ca_topic_score_gemma":0.2773001,"domain_scores_codex":[0.9966612,0.0001281562,0.0008372569,0.001778263,0.00008587434,0.0005091918],"domain_scores_gemma":[0.997533,0.0001796448,0.0003269362,0.001745222,0.00007429639,0.0001408982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004137609,0.0007079504,0.8558676,0.00005327358,0.0006683288,0.0001314993,0.006452194,0.000174867,0.00001744078,0.01309192,0.1198814,0.002912085],"study_design_scores_gemma":[0.001215845,0.000002278118,0.2252175,0.00001505937,0.00003377818,0.00001670077,0.005275143,0.0001452649,0.0001717886,0.009047724,0.7582045,0.000654481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.42306,0.00001614257,0.00005863258,0.0003868634,0.0005807339,0.0004576572,0.00007067793,0.0000423683,0.5753269],"genre_scores_gemma":[0.7134275,0.0001825096,0.00008676246,0.00027671,0.0001258562,0.0001013988,0.00001472649,0.00002891949,0.2857556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.638323,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492891314906657,"score_gpt":0.2378767975002144,"score_spread":0.1929478843511478,"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."}}