{"id":"W155414795","doi":"","title":"Gotta Fit the Work Trickter into This Review. Done.","year":2004,"lang":"en","type":"article","venue":"Essays on Canadian writing","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Art; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004593947,0.000247534,0.0002650422,0.0002733285,0.001523009,0.0003420541,0.0004254589,0.00009354239,0.002517764],"category_scores_gemma":[0.0001300453,0.0001649086,0.0002911033,0.0005068085,0.0004027473,0.000129459,0.00003889958,0.0005806828,0.0003851618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000950519,"about_ca_system_score_gemma":0.00009702166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07285716,"about_ca_topic_score_gemma":0.2141399,"domain_scores_codex":[0.99819,0.00007418524,0.0004280444,0.0003552185,0.00029411,0.000658375],"domain_scores_gemma":[0.9988941,0.0001879511,0.000103599,0.0003297428,0.0001043487,0.0003802769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001053813,0.00006732848,0.0009078745,0.0002472838,0.00007655874,0.0001198286,0.003851736,0.000004094659,0.000003649686,0.8740599,0.0732853,0.04736593],"study_design_scores_gemma":[0.0003245278,0.00008009561,0.0003352675,0.002612631,0.00005348347,0.000006863436,0.001625025,0.000003182553,0.000009957913,0.01793087,0.9765614,0.0004567536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01415156,0.0131563,0.000005873067,0.1372598,0.0005610843,0.0006889002,0.00009084903,0.0002314308,0.8338542],"genre_scores_gemma":[0.9610656,0.0006370883,0.00006611835,0.03460273,0.001113771,0.00004428503,0.00002154344,0.00003205346,0.002416774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9469141,"threshold_uncertainty_score":0.9997769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659681460371131,"score_gpt":0.2290385165586983,"score_spread":0.202441701954987,"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."}}