{"id":"W2568282499","doi":"","title":"Proceedings, International Conference on Parallel Processing Workshops, 18-21 August 2002, Vancouver, B.C., Canada","year":2002,"lang":"en","type":"book","venue":"IEEE Computer Society eBooks","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Regional science; History; Geography; Political science; Media studies; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214874,0.001977516,0.001281009,0.00116474,0.001515261,0.003912569,0.001621433,0.001009842,0.127052],"category_scores_gemma":[0.00186861,0.0008311436,0.0004691014,0.00217476,0.0005586834,0.001665372,0.001018066,0.00182273,0.09667297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249925,"about_ca_system_score_gemma":0.004136884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03872753,"about_ca_topic_score_gemma":0.08589122,"domain_scores_codex":[0.9993548,0.00007191995,0.00004037973,0.0001291646,0.0003252523,0.00007851021],"domain_scores_gemma":[0.9984427,0.0001634993,0.00002857445,0.0001639639,0.0009621154,0.0002391704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002229651,0.0001125951,0.0004092712,0.0002378066,0.000031694,0.0001307954,0.000096951,0.0009233166,0.003192805,0.00214847,0.801904,0.1905895],"study_design_scores_gemma":[0.00007925041,0.0001229482,0.00248783,0.0001556359,0.00006726017,0.000519164,0.0002047962,0.01052494,0.00411461,0.006125201,0.9755643,0.00003414775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01826647,0.04731381,0.4061991,0.01276073,0.02808961,0.001031471,0.01353006,0.02949037,0.4433182],"genre_scores_gemma":[0.0213711,0.02272868,0.07032479,0.0008582681,0.001643354,0.0002535062,0.01517251,0.002640105,0.8650076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.127052,"threshold_uncertainty_score":0.4250314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343432911402876,"score_gpt":0.220166048179005,"score_spread":0.1867317190649762,"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."}}