{"id":"W4388955045","doi":"10.4028/b-fgqip1","title":"THERMEC 2006","year":2007,"lang":"en","type":"book","venue":"Trans Tech Publications Ltd. eBooks","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.0006243206,0.001204809,0.0008073816,0.00164983,0.0007468332,0.002905481,0.001679524,0.001471908,0.2879208],"category_scores_gemma":[0.0008128185,0.0008566975,0.0005043028,0.002000562,0.0003131623,0.002489513,0.001155241,0.001979292,0.2687694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193446,"about_ca_system_score_gemma":0.001011796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458504,"about_ca_topic_score_gemma":0.004837509,"domain_scores_codex":[0.9994444,0.0000220141,0.0000198425,0.00008758573,0.0003935279,0.00003253114],"domain_scores_gemma":[0.9995188,0.00005627651,0.00002604935,0.00007344196,0.0002621699,0.00006332662],"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":[0.00006156754,0.00004706768,0.00005983526,0.0004941802,0.000009260535,0.00009566097,0.0000802385,0.000664134,0.006593115,0.01048916,0.7126761,0.2687298],"study_design_scores_gemma":[0.000003604356,0.00001191211,0.00008819067,0.00004182759,0.000002545394,0.0001609731,0.00000907073,0.0002125009,0.001112716,0.0009680185,0.9973834,0.000005291485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001124885,0.01805003,0.03053615,0.001182166,0.004748636,0.0001792917,0.005321409,0.00528867,0.9335687],"genre_scores_gemma":[0.001360609,0.004083388,0.004419218,0.0002151249,0.0001969804,0.00005681139,0.002620353,0.0009569545,0.9860905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2879208,"threshold_uncertainty_score":0.9631912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930208050286319,"score_gpt":0.2665058012038793,"score_spread":0.2372037207010161,"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."}}