{"id":"W3013484674","doi":"10.69520/jipe.v2i1.72","title":"Training Across Realities","year":2019,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002094673,0.00008363711,0.0001593956,0.0007069029,0.00004257304,0.00002963972,0.0001751885,0.00009228822,0.002213207],"category_scores_gemma":[0.0001318037,0.00007942413,0.00002752709,0.001224073,0.00002700745,0.0002600208,0.00001151892,0.0002817858,0.0001397068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440347,"about_ca_system_score_gemma":0.0005486395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001387195,"about_ca_topic_score_gemma":0.00000425542,"domain_scores_codex":[0.9983678,0.00004979289,0.001050056,0.00009549202,0.0002574795,0.0001793064],"domain_scores_gemma":[0.9984887,0.00006058074,0.0007658276,0.0001573767,0.0005075524,0.00001995245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001812683,0.0004447254,0.2574857,0.00005964129,0.00007754532,0.000002718884,0.155132,0.0001376043,0.002890553,0.1413215,0.03764226,0.4046245],"study_design_scores_gemma":[0.001049648,0.0001698712,0.800004,0.0002402677,0.000006597588,0.0001199464,0.06837634,0.00002301099,0.000289298,0.004665535,0.1248381,0.0002173411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969484,0.0001732631,0.0002199257,0.0006479375,0.002084808,0.0001437155,0.000001152285,0.00001390111,0.02723129],"genre_scores_gemma":[0.9876958,0.00001013891,0.0009352121,0.0005338247,0.0003338419,0.00001792553,0.00001524067,0.0000114712,0.01044652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5425184,"threshold_uncertainty_score":0.9986989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06956380334821183,"score_gpt":0.4103499269224033,"score_spread":0.3407861235741915,"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."}}