{"id":"W6894199949","doi":"10.5683/sp3/fpidal","title":"Education Research: Issues, Sources and Tools","year":2004,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Mandate; Statistics education; Higher education; Statistical analysis; Data collection; Government (linguistics); Descriptive statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08780492,0.001137385,0.003044852,0.02762359,0.001588344,0.01784809,0.004788929,0.003787715,0.024711],"category_scores_gemma":[0.3610956,0.001724457,0.001191465,0.08749674,0.003011488,0.01318943,0.006617915,0.004063047,0.01329802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107832,"about_ca_system_score_gemma":0.02044395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03739819,"about_ca_topic_score_gemma":0.04020173,"domain_scores_codex":[0.8949355,0.05529511,0.02213079,0.005505983,0.01998043,0.002152232],"domain_scores_gemma":[0.5834619,0.2520186,0.03705251,0.05415072,0.06671432,0.006602025],"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":[0.00008116094,0.0000244541,0.007011528,0.00582503,0.0001818482,0.00003750574,0.0003573525,0.0004005564,0.0000629825,0.05181678,0.8849728,0.04922811],"study_design_scores_gemma":[0.00007936918,0.00001437479,0.01002301,0.01132317,0.0001194567,0.0001063592,0.001081311,0.0004786592,0.0001704877,0.04253923,0.9339944,0.00007010627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001812091,0.03105986,0.02015718,0.1666193,0.002108235,0.0005339841,0.7503104,0.000927992,0.02647084],"genre_scores_gemma":[0.03727817,0.04136785,0.07971424,0.02403568,0.002794403,0.005193138,0.8003219,0.001340414,0.007954253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08780492,"threshold_uncertainty_score":0.4643624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100443754898811,"score_gpt":0.4064682356918276,"score_spread":0.2964238602019464,"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."}}