{"id":"W7062103582","doi":"","title":"The 58th ICoMST (International Congress of Meat Science and Technology), Montreal, Canada 2012. Nauki Inżynierskie i Technologie = Engineering Sciences and Technologies, 2012, Nr 4 (7), s. 112-114","year":2012,"lang":"en","type":"other","venue":"Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Science and engineering; Engineering research; Meat packing industry; Work (physics)","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009125631,0.000604538,0.000604816,0.001482676,0.0005726058,0.0002716812,0.002404685,0.0003590893,0.002718098],"category_scores_gemma":[0.0003848102,0.0004857591,0.00005376427,0.001235773,0.004101654,0.0001983348,0.002074551,0.0008617725,0.00001015623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335345,"about_ca_system_score_gemma":0.001675172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07656453,"about_ca_topic_score_gemma":0.07940637,"domain_scores_codex":[0.9964088,0.00003365962,0.000569729,0.0009458073,0.0009445975,0.001097373],"domain_scores_gemma":[0.9975513,0.000328237,0.0006565176,0.0009449349,0.0003334945,0.0001855252],"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":[0.00002921938,0.000124883,0.01017243,0.0001196941,0.0003272401,0.000006526463,0.00004761239,0.00001172857,0.002827832,0.03417487,0.660562,0.2915959],"study_design_scores_gemma":[0.0006388198,0.00007565256,0.0002229012,0.0002114156,0.00005625453,0.000007785819,0.00282014,0.0008870797,0.002464579,0.0001479326,0.9919367,0.0005307742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01545739,0.0815926,0.0002973654,0.05182153,0.005126288,0.005221008,0.001029525,0.001446026,0.8380083],"genre_scores_gemma":[0.4755703,0.01804643,0.004058085,0.00006425101,0.0005564653,0.0005960602,0.00006842193,0.0005372316,0.5005028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4601129,"threshold_uncertainty_score":0.9997594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564334177674017,"score_gpt":0.2296673656662428,"score_spread":0.2221030314885688,"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."}}