{"id":"W7139626527","doi":"","title":"Tagalong Trail","year":2023,"lang":"","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electronics; Quarter (Canadian coin); Girl; Event (particle physics); Quality (philosophy); Tile; Logo (programming language)","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":[0.0003675517,0.0008399508,0.0004813947,0.001057063,0.005563023,0.004522271,0.0009922769,0.001183675,0.6649477],"category_scores_gemma":[0.0007435491,0.0005496513,0.000351995,0.0008278709,0.0007729141,0.001564928,0.003038622,0.002307212,0.3275258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699478,"about_ca_system_score_gemma":0.002811911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620511,"about_ca_topic_score_gemma":0.07691979,"domain_scores_codex":[0.9995533,0.00002282143,0.00000913306,0.000149503,0.0001836943,0.00008146421],"domain_scores_gemma":[0.9994293,0.00004328223,0.00001821109,0.00007957769,0.0002188624,0.0002107344],"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":[0.000225886,0.0002170883,0.001777136,0.0001900343,0.000008712515,0.0005691654,0.0005548609,0.0001822184,0.001992296,0.0125434,0.7750512,0.2066882],"study_design_scores_gemma":[0.000008902265,0.00002072657,0.001122964,0.00005444335,0.00000237872,0.00007695094,0.0002920771,0.00007774642,0.0002399957,0.0004979105,0.9976006,0.000005321537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002732241,0.000568344,0.001111117,0.0009426118,0.0009005163,0.00009159329,0.001079614,0.0009306892,0.9916433],"genre_scores_gemma":[0.005188357,0.0003671875,0.0007879361,0.0002378703,0.00004715799,0.00002788598,0.0007015478,0.000270235,0.9923717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6649477,"threshold_uncertainty_score":0.4779114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406254041611966,"score_gpt":0.2177926369595143,"score_spread":0.1937300965433946,"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."}}