{"id":"W7037289686","doi":"","title":"Dynamic transformation of α - β at temperatures below the β-transus in commercially pure titanium","year":2018,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure; McGill University","keywords":"Titanium; Transformation (genetics); Titanium alloy; Process (computing); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000223922,0.0002664578,0.0001789181,0.000166624,0.0003463249,0.0005196822,0.0006198179,0.0001910832,0.004445454],"category_scores_gemma":[0.0004510623,0.0002767568,0.0002024363,0.0002470865,0.0003817968,0.0005215933,0.000280246,0.0007231658,0.00108295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579707,"about_ca_system_score_gemma":0.0003129719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657431,"about_ca_topic_score_gemma":0.003768987,"domain_scores_codex":[0.999832,0.000008636825,0.000005854014,0.00004648156,0.00004757181,0.00005939726],"domain_scores_gemma":[0.9998952,0.00003610221,0.00002187366,0.00001666457,0.00002143694,0.000008562622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000244327,0.00003628132,0.0003810317,0.0001626881,0.00001498775,0.00008816802,0.0003308759,0.000627326,0.989375,0.001829844,0.0007261555,0.006183266],"study_design_scores_gemma":[0.00001705208,0.0002510057,0.001511381,0.00001600878,0.00001330709,0.00004900844,0.0001963609,0.001101341,0.9885385,0.0003413989,0.007946818,0.00001789577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725404,0.00142524,0.00482433,0.0002336151,0.0001765996,0.00003273334,0.000347659,0.0001685072,0.02025102],"genre_scores_gemma":[0.9885803,0.0006359212,0.0007966766,0.00007151283,0.00001317633,0.00001903138,0.000290284,0.0001528687,0.009440234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004445454,"threshold_uncertainty_score":0.01487154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006573997372164222,"score_gpt":0.2264301292459492,"score_spread":0.219856131873785,"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."}}