{"id":"W1596769423","doi":"10.1007/978-3-319-48248-4_118","title":"An Innovative Pot Ramming Machine","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aluminium Refining, Degassing and Filtering (Canada)","funders":"","keywords":"Operability; Engineering; Rework; Manufacturing engineering; Construction engineering; Reliability engineering; Embedded system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001637836,0.0005818243,0.0003928242,0.0005902748,0.0006629564,0.0008005648,0.001005573,0.000649259,0.02644207],"category_scores_gemma":[0.0002786764,0.000282585,0.0003351194,0.0005584044,0.0007832473,0.002497165,0.001085654,0.001065249,0.006049121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576281,"about_ca_system_score_gemma":0.0002626697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129461,"about_ca_topic_score_gemma":0.0002953221,"domain_scores_codex":[0.9998667,0.000009539423,0.00000426828,0.00003058126,0.00007116752,0.00001768583],"domain_scores_gemma":[0.9999433,0.00001298665,0.000004464635,0.00001885581,0.0000123919,0.0000081236],"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":[0.0001612368,0.0000716347,0.0001544958,0.0004527755,0.00001735997,0.0003073553,0.0002797585,0.007355102,0.05536281,0.3245295,0.03590269,0.5754052],"study_design_scores_gemma":[0.0000280725,0.0003745067,0.000749845,0.0001470066,0.00003110497,0.001349538,0.0001302727,0.03300722,0.03276727,0.106582,0.8247805,0.00005273124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02052534,0.004177036,0.3579906,0.000925355,0.002214286,0.0001319789,0.0002103724,0.002610994,0.611214],"genre_scores_gemma":[0.1955684,0.004318543,0.1842388,0.0006082054,0.0007078186,0.0001765453,0.0004195285,0.0006408631,0.6133213],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02644207,"threshold_uncertainty_score":0.08845758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277416901608614,"score_gpt":0.299844673908432,"score_spread":0.2570705048923458,"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."}}