{"id":"W4281653022","doi":"10.29173/assert52","title":"What Does a Crash Sound Like?","year":2022,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crash; Metaphor; Reflection (computer programming); Sound (geography); Chaotic; Seekers; Psychology; Computer science; Cognitive science; Political science; Artificial intelligence; Acoustics; Philosophy; Physics; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008059578,0.0009169994,0.0006608132,0.001482108,0.005624742,0.008226261,0.00199688,0.0088866,0.005435307],"category_scores_gemma":[0.04042827,0.0003129719,0.0008507298,0.0007764051,0.01900069,0.01158947,0.003546305,0.01415817,0.001983077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003523907,"about_ca_system_score_gemma":0.002666266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007097453,"about_ca_topic_score_gemma":0.007347509,"domain_scores_codex":[0.9925466,0.005218537,0.0002588038,0.000495508,0.0008347759,0.0006457641],"domain_scores_gemma":[0.9826026,0.0115388,0.001193312,0.0005842115,0.003101574,0.0009795275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000232459,0.000147447,0.01899544,0.0005786569,0.0001015644,0.005307252,0.3725091,0.001320986,0.001067059,0.3291018,0.2230259,0.0476124],"study_design_scores_gemma":[0.00001828508,0.0001653948,0.005020686,0.001167774,0.00006217636,0.005643184,0.4924221,0.00145171,0.0007310968,0.1472381,0.3459145,0.0001650487],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06405856,0.005759662,0.03784185,0.7758985,0.01455665,0.0001326675,0.000413053,0.0001903054,0.1011488],"genre_scores_gemma":[0.8922162,0.005637702,0.007072628,0.07500771,0.003408506,0.0001343914,0.00028032,0.0002003542,0.01604212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0088866,"threshold_uncertainty_score":0.04262364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5284072889897281,"score_gpt":0.6544601915311558,"score_spread":0.1260529025414276,"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."}}