{"id":"W6904610321","doi":"10.14288/1.0421050","title":"Nobody’s Perfect","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storyboard; Narrative; Resultative; Focus (optics); Experiential learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226904,0.0001410975,0.0001961901,0.0004428097,0.001677306,0.001979817,0.000282214,0.0002259562,0.004249269],"category_scores_gemma":[0.002080306,0.0001466582,0.0001415383,0.0006559454,0.005145297,0.004461847,0.001560336,0.0005083139,0.0003550481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040844,"about_ca_system_score_gemma":0.0008226286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654854,"about_ca_topic_score_gemma":0.009441082,"domain_scores_codex":[0.9993029,0.0002282658,0.00003547892,0.00018224,0.0001673602,0.00008373352],"domain_scores_gemma":[0.9991104,0.0003271223,0.0001107412,0.0002070526,0.0001704109,0.0000742191],"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":[0.00008238623,0.000009123009,0.00514803,0.0001375961,0.0000152743,0.0002973683,0.07365169,0.0001149096,0.001296413,0.8799813,0.00364589,0.03561994],"study_design_scores_gemma":[0.0000244659,0.0001385439,0.02803473,0.0002793461,0.00005499644,0.002329893,0.08600184,0.001054275,0.00264366,0.2932154,0.5861515,0.00007137092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4886705,0.001233145,0.02091118,0.002642228,0.0002463887,0.00003406921,0.0004241245,0.000196022,0.4856422],"genre_scores_gemma":[0.9917057,0.0001439399,0.001008749,0.0001047969,0.00001334396,0.000005085995,0.00007878491,0.00003829211,0.006901393],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00654854,"threshold_uncertainty_score":0.01421523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748641478551109,"score_gpt":0.2553236690406862,"score_spread":0.2178372542551751,"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."}}