{"id":"W6907781553","doi":"10.25446/oxford.25935160","title":"The Doodlebug and the bus","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Public transport; School bus; Lock (firearm); Local bus; IEBus","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001050506,0.0005560531,0.0004621267,0.0006902079,0.01936544,0.006956453,0.0007807048,0.003300196,0.06323566],"category_scores_gemma":[0.003586246,0.0004591054,0.000267999,0.0006849275,0.005478991,0.005181885,0.00713487,0.00859594,0.006296632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004764294,"about_ca_system_score_gemma":0.006573311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05864026,"about_ca_topic_score_gemma":0.1557357,"domain_scores_codex":[0.9982861,0.0005990767,0.00003399342,0.0001517485,0.0002511134,0.0006779707],"domain_scores_gemma":[0.9974926,0.0001944309,0.00009959923,0.00006306099,0.0002836523,0.001866744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005782593,0.000100006,0.003492601,0.000137984,0.00001120347,0.001579014,0.05423115,0.00003316332,0.0001265816,0.06950064,0.8162741,0.05445576],"study_design_scores_gemma":[0.00000506367,0.00002626853,0.000994563,0.0002045962,0.000002476276,0.0005029747,0.04022508,0.000007877067,0.00001440678,0.00184558,0.9561611,0.000009887351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03524946,0.03590639,0.0007408689,0.4472131,0.02608083,0.00006651549,0.0002878891,0.0001451965,0.4543098],"genre_scores_gemma":[0.2889871,0.02571302,0.0006236469,0.09815494,0.003066934,0.00009293871,0.0002918672,0.0001967296,0.5828728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9367644,"threshold_uncertainty_score":0.2115444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753868157462237,"score_gpt":0.3187598467621658,"score_spread":0.2912211651875435,"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."}}