{"id":"W2298723186","doi":"10.1007/bf03355533","title":"Hot Tearing in Cast Al Alloys: Mechanisms and Process Controls","year":2012,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Tearing; Casting; Structural material; Materials science; Mechanism (biology); Failure mechanism; Work (physics); Process (computing); Alliance; Metallurgy; Mechanical engineering; Forensic engineering; Computer science; Composite material; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002521175,0.0003529069,0.0003188745,0.000412578,0.0005577301,0.001316487,0.0006959112,0.0003258832,0.001736777],"category_scores_gemma":[0.0008297719,0.0004016594,0.0002092062,0.0001931288,0.0007548817,0.0006756181,0.0003670438,0.0004262225,0.0002703152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005559614,"about_ca_system_score_gemma":0.0003738453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135933,"about_ca_topic_score_gemma":0.001924062,"domain_scores_codex":[0.9998355,0.000009726006,0.000006429086,0.00002508713,0.00007639408,0.00004681542],"domain_scores_gemma":[0.9993956,0.0001606747,0.0001587831,0.00008075887,0.000148746,0.00005536783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004983908,0.00008793304,0.001859416,0.00008989075,0.00001238965,0.0002022064,0.0001597788,0.002607107,0.9843613,0.001628352,0.0001653612,0.008327771],"study_design_scores_gemma":[0.00002494711,0.0001686039,0.006668418,0.000005211758,0.00001833939,0.0001463125,0.0002030134,0.02324601,0.9682046,0.0005297817,0.0007659635,0.00001879339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870379,0.0008546402,0.009345415,0.00006965246,0.00004873542,0.00002590889,0.00003572237,0.000261364,0.002320643],"genre_scores_gemma":[0.9985531,0.00009245758,0.000527253,0.000005746631,0.000005012473,0.00000311601,0.00001267292,0.00002146169,0.0007792332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001736777,"threshold_uncertainty_score":0.005810142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467899973586233,"score_gpt":0.2508517648077621,"score_spread":0.2361727650718998,"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."}}