{"id":"W4242237123","doi":"10.1108/acmm.2005.12852dac.001","title":"6th International Symposium on Friction Stir Welding, 10-12 October 2006, Saint-Sauveur, Nr Montreal, Canada","year":2005,"lang":"en","type":"article","venue":"Anti-Corrosion Methods and Materials","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"SAINT; Friction stir welding; Welding; Oceanography; Telecommunications; Economic history; Political science; Engineering; History; Art history; Geology; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005400606,0.0002718436,0.0003852205,0.0001182912,0.0001219368,0.0001020157,0.0001791846,0.0001285168,0.0005759797],"category_scores_gemma":[0.00006660981,0.0002498983,0.00005630132,0.0001048875,0.00002165353,0.0002027167,0.00007905803,0.0001079322,0.00001023057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543398,"about_ca_system_score_gemma":0.00001697413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04453804,"about_ca_topic_score_gemma":0.01823556,"domain_scores_codex":[0.9985769,0.0001239139,0.0004368144,0.0003423938,0.0002259888,0.0002939902],"domain_scores_gemma":[0.9993261,0.0001039451,0.0001162886,0.0002878156,0.00006076624,0.0001051001],"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":[0.00003388284,0.00003121451,0.0001650667,0.00003738107,0.00003379797,0.00000756353,0.00004316336,0.01802303,0.9346705,0.0003094122,0.02276851,0.02387647],"study_design_scores_gemma":[0.0002835707,0.00004394979,0.0007075773,0.00008390829,0.00006196571,0.0000134739,0.00002032896,0.007739289,0.8175037,0.0002420528,0.1729375,0.0003627106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5495384,0.000206588,0.4440638,0.000724445,0.002457188,0.0003076344,0.0001836814,0.0006393618,0.001878898],"genre_scores_gemma":[0.7575641,0.002290771,0.2374028,0.0004549278,0.0005751348,0.00004783552,0.00009058227,0.00009011185,0.001483826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2080256,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096475300969583,"score_gpt":0.2868016893255356,"score_spread":0.2758369363158397,"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."}}