{"id":"W4416885166","doi":"10.37665/srisvie84218","title":"Attempts to Consistently Form Voids","year":2008,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Soldering; Work (physics); Carbon fibers; Joint (building); Solder paste","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005269512,0.000642018,0.0008371241,0.0002484298,0.0007575859,0.0001671245,0.0005042531,0.0004684906,0.00004743256],"category_scores_gemma":[0.0004023196,0.000613353,0.0001728764,0.0004104761,0.0008869593,0.0002134885,0.0003523057,0.0008478143,0.00006916656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725118,"about_ca_system_score_gemma":0.0003401359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006235363,"about_ca_topic_score_gemma":0.0001069616,"domain_scores_codex":[0.9966718,0.00006931571,0.0007215305,0.0009579513,0.0003699843,0.001209405],"domain_scores_gemma":[0.9982203,0.0002769311,0.0000871332,0.0008803188,0.0001553491,0.0003800264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000443425,0.001443723,0.4229188,0.01147013,0.002257098,0.0005597137,0.07829478,0.03444105,0.0198866,0.03009621,0.01753207,0.3806565],"study_design_scores_gemma":[0.00934332,0.009129527,0.4068015,0.009514953,0.001133419,0.002434624,0.02348899,0.1510867,0.09546313,0.07433902,0.1996842,0.0175806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815826,0.00352436,0.004220332,0.002502834,0.000971493,0.0004964875,0.00002002276,0.00139757,0.005284233],"genre_scores_gemma":[0.9907507,0.005653811,0.002429261,0.00007778357,0.0001148789,0.00005624943,0.000004082875,0.00005120953,0.0008620649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630759,"threshold_uncertainty_score":0.9996318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428186296593582,"score_gpt":0.2345281325586832,"score_spread":0.2102462695927474,"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."}}