{"id":"W4384564450","doi":"10.1016/j.jmatprotec.2023.118090","title":"A review of existing solidification crack tests and analysis of their transferability to additive manufacturing","year":2023,"lang":"en","type":"review","venue":"Journal of Materials Processing Technology","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Cracking; Welding; Casting; Materials science; Metallurgy; Investment casting; Fusion welding; Mechanical engineering; Mold; Engineering; Composite material","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":[0.001489076,0.001430012,0.00215502,0.006306841,0.0002973628,0.001146594,0.001664017,0.001131311,0.002601574],"category_scores_gemma":[0.002042311,0.0008023217,0.001064931,0.006020444,0.0007546991,0.001992929,0.0006985086,0.001154845,0.001407766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006183146,"about_ca_system_score_gemma":0.001473229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690251,"about_ca_topic_score_gemma":0.003025848,"domain_scores_codex":[0.999233,0.00007463523,0.0001541747,0.0001647529,0.0003355965,0.00003793658],"domain_scores_gemma":[0.9979412,0.001053582,0.000367182,0.0000699219,0.0005109796,0.00005714691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001297795,0.0001906867,0.0003457628,0.05590669,0.0001683372,0.0001006035,0.00004538493,0.0004762357,0.00607102,0.00185788,0.008529918,0.9261777],"study_design_scores_gemma":[0.00004201545,0.0007178131,0.003643147,0.01212603,0.0007833915,0.001404356,0.0001090582,0.0003994801,0.01037947,0.001273575,0.9689962,0.000125451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003176065,0.9983208,0.0004225402,0.0000805557,0.0001195741,0.00001363167,0.00006211567,0.000008874806,0.0006542921],"genre_scores_gemma":[0.001369828,0.9970203,0.0008908651,0.0001143177,0.00008726379,0.00001420105,0.00006702427,0.000003751077,0.0004325036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006306841,"threshold_uncertainty_score":0.008703113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498983104116891,"score_gpt":0.3469455976054867,"score_spread":0.2719557665643178,"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."}}