{"id":"W7162034384","doi":"10.59236/emro.v26i9a8310","title":"Tiny","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Style (visual arts); Tone (literature); Narrative; Hollywood; Journalism; Motion (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003258678,0.0003683518,0.0004395814,0.0001396221,0.0002527441,0.0005697351,0.0002591612,0.00009869482,0.08135069],"category_scores_gemma":[0.000238754,0.0002950835,0.0003031266,0.0001235541,0.0003170161,0.0004287639,0.00006209767,0.0005367933,0.01087061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208445,"about_ca_system_score_gemma":0.0002150171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001478207,"about_ca_topic_score_gemma":0.00008843926,"domain_scores_codex":[0.997904,0.0001167397,0.0008091017,0.000513613,0.0003022894,0.0003542418],"domain_scores_gemma":[0.9988177,0.0004918942,0.00007753459,0.0003372782,0.00004058863,0.0002349429],"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":[0.000004114775,0.0006441673,0.00003570745,0.001712929,0.00004861198,0.000009902586,0.01633688,2.525652e-7,0.00001847505,0.4969021,0.4274997,0.05678722],"study_design_scores_gemma":[0.00007173653,0.00003510952,0.0006188878,0.002766628,0.0001529056,0.0000215835,0.0006818782,0.00005923007,0.000002441478,0.01033774,0.9849289,0.000322975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003184758,0.8790372,0.000003354789,0.06123074,0.02094818,0.000514167,0.002783971,0.00004543881,0.03225217],"genre_scores_gemma":[0.1369856,0.4098386,0.002845361,0.01085616,0.1052154,0.0003370607,0.01583505,0.0002009231,0.3178858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5574293,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233628258122252,"score_gpt":0.3029492228876269,"score_spread":0.2606129403064044,"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."}}