{"id":"W4231515129","doi":"10.1353/vcr.2007.0005","title":"Pied Studies","year":2007,"lang":"en","type":"article","venue":"Victorian review","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":[0.00127786,0.0004935824,0.0003345537,0.00151221,0.006670078,0.006450085,0.0008514848,0.001751878,0.1873679],"category_scores_gemma":[0.004124893,0.0002722745,0.0003520828,0.002490873,0.002719798,0.004273773,0.0049083,0.003453194,0.02834676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797371,"about_ca_system_score_gemma":0.003694234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257522,"about_ca_topic_score_gemma":0.03913532,"domain_scores_codex":[0.9987556,0.0003160533,0.00004218926,0.0002223151,0.0003705285,0.0002933792],"domain_scores_gemma":[0.9986344,0.0003217549,0.00008563736,0.0001893007,0.0003718871,0.000396981],"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":[0.00002852614,0.00004190436,0.001177181,0.00009198343,0.000004469867,0.000112702,0.003308209,0.00002606282,0.00006322906,0.1566644,0.8014329,0.03704834],"study_design_scores_gemma":[0.000001671389,0.000004243317,0.001159476,0.0001006023,7.441016e-7,0.00003374066,0.001494376,0.000007802176,0.0000241072,0.001772033,0.9953982,0.00000287537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004339438,0.01010578,0.0002404279,0.01960598,0.004058195,0.00003936229,0.001114748,0.00004204632,0.960454],"genre_scores_gemma":[0.05925274,0.006504672,0.0002581565,0.01264227,0.001418658,0.0001163367,0.0008950673,0.0001365669,0.9187754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1873679,"threshold_uncertainty_score":0.6268082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706472276874927,"score_gpt":0.3209270929458789,"score_spread":0.2838623701771296,"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."}}