{"id":"W7043565037","doi":"","title":"Teacher comprehension and ratings of school based psychological reports","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Quality (philosophy); Subconscious; Dysgeusia; Filter (signal processing); Work (physics); Perception","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003199784,0.00009685066,0.0002464494,0.00009171607,0.0003205015,0.00001906571,0.0001219117,0.0002410323,0.00005214477],"category_scores_gemma":[0.0003351144,0.0001259911,0.00007438316,0.0001588525,0.0001519743,0.00007886964,0.00001733488,0.0002253792,0.000004981401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004303784,"about_ca_system_score_gemma":0.0001407426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004169388,"about_ca_topic_score_gemma":0.07846271,"domain_scores_codex":[0.9990428,0.0001542897,0.0001200503,0.0002658584,0.0002987109,0.0001182587],"domain_scores_gemma":[0.9990754,0.00008590383,0.0004220623,0.0001241146,0.0001866849,0.0001058206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001255292,0.001767778,0.6965103,0.00326524,0.0002699756,0.0003453309,0.07519989,0.00002953677,0.02764341,0.006261488,0.1635104,0.02394131],"study_design_scores_gemma":[0.0004129479,0.0001589582,0.6576223,0.000583063,0.0001318878,0.000002100205,0.3261199,0.00009612125,0.0002082924,0.0002669955,0.01412284,0.0002746586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662402,0.00009658927,0.00003399022,0.002092504,0.0001992365,0.0001699384,0.000002616775,0.00005196393,0.03111291],"genre_scores_gemma":[0.9965301,0.0000574341,0.001691755,0.00003339184,0.000102507,2.325338e-7,0.0000888244,0.000008338917,0.001487405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.25092,"threshold_uncertainty_score":0.9383529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598013891948989,"score_gpt":0.294114380647175,"score_spread":0.2581342417276852,"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."}}