{"id":"W4382196750","doi":"10.5204/mcj.2960","title":"Toy, Vehicle, or Equipment?","year":2023,"lang":"en","type":"article","venue":"M/C Journal","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Aeronautics; Computer science; Transport engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005222509,0.0003762291,0.0001972756,0.0008663193,0.002372386,0.004183609,0.0005561279,0.001452656,0.04077039],"category_scores_gemma":[0.001092893,0.0001531559,0.0002082195,0.001298839,0.004679146,0.008059048,0.00214746,0.0008777158,0.006553893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253746,"about_ca_system_score_gemma":0.0008715222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856372,"about_ca_topic_score_gemma":0.02373947,"domain_scores_codex":[0.9992823,0.0002774691,0.00003017779,0.0001319085,0.0001533495,0.0001249304],"domain_scores_gemma":[0.9997179,0.00007291519,0.00004829457,0.00002296688,0.00007102519,0.00006692785],"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":[0.00002442372,0.00002587983,0.00693035,0.0002211409,0.000006089839,0.001217384,0.06715754,0.00007926337,0.0002987351,0.7995625,0.04934922,0.07512754],"study_design_scores_gemma":[0.000001644988,0.00001231826,0.002124644,0.0001967399,0.000002745926,0.0007351937,0.05139101,0.00004929913,0.00008073117,0.02025042,0.9251455,0.00000970091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03072796,0.008172577,0.006153555,0.01610808,0.001196317,0.00003576486,0.0005943519,0.00007341804,0.936938],"genre_scores_gemma":[0.6808158,0.01368639,0.005978907,0.005994887,0.0004653427,0.0001087155,0.001093018,0.0001494157,0.2917075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04077039,"threshold_uncertainty_score":0.1363905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08857178565723481,"score_gpt":0.297118404084655,"score_spread":0.2085466184274201,"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."}}