{"id":"W7042651126","doi":"","title":"Programa d'anàlisi d'imatges de provetes metal·logràfiques","year":2010,"lang":"ca","type":"dissertation","venue":"RIUVic","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Context (archaeology); Focus (optics); Term (time); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001636544,0.000801141,0.001285203,0.003371988,0.001277093,0.00176,0.001635267,0.0006175416,0.02841907],"category_scores_gemma":[0.003053269,0.0004122627,0.001049088,0.001759973,0.0004488195,0.0008614767,0.001227276,0.001058075,0.009698992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040923,"about_ca_system_score_gemma":0.002160243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680732,"about_ca_topic_score_gemma":0.01618254,"domain_scores_codex":[0.9980579,0.0001870862,0.0000672375,0.0005305558,0.0009458225,0.0002113594],"domain_scores_gemma":[0.9979671,0.000334348,0.0002096587,0.0002619753,0.001132652,0.00009422536],"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":[0.002311741,0.001008342,0.04694502,0.001668776,0.0004926377,0.0004268104,0.0009368293,0.004139727,0.2993386,0.008674448,0.04488346,0.5891736],"study_design_scores_gemma":[0.0001162546,0.0006280828,0.1090547,0.0002367918,0.0002989763,0.0005863481,0.0005005837,0.009140891,0.6055635,0.002140306,0.2716332,0.0001004001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.7055041,0.01169222,0.07475352,0.001767077,0.001273631,0.001075905,0.04614269,0.007571721,0.1502191],"genre_scores_gemma":[0.7359264,0.006919298,0.05970082,0.0003943935,0.0003380267,0.0009033364,0.03292976,0.001829959,0.161058],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02841907,"threshold_uncertainty_score":0.09507126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00866348707347207,"score_gpt":0.2620819454838588,"score_spread":0.2534184584103867,"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."}}