{"id":"W4287833905","doi":"10.1021/cen-10026-buscon9","title":"Umicore plans battery materials in Canada","year":2022,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joint venture; Battery (electricity); Factory (object-oriented programming); Business; Engineering; Operations management; Waste management; Commerce; 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":[0.0009085654,0.001074238,0.00038643,0.001490531,0.008973272,0.00572185,0.001497791,0.004322629,0.1601919],"category_scores_gemma":[0.001393965,0.0007157074,0.0007614006,0.001654514,0.001009964,0.001896868,0.001747091,0.002738991,0.04058585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02672534,"about_ca_system_score_gemma":0.1098137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9105574,"about_ca_topic_score_gemma":0.9631854,"domain_scores_codex":[0.9973419,0.000040017,0.00002443066,0.0001670588,0.001853543,0.0005730871],"domain_scores_gemma":[0.998013,0.00004319869,0.00002380343,0.00005945204,0.001203002,0.0006575217],"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":[0.00005153733,0.00007115469,0.0005476408,0.00007477542,0.000005673398,0.0002215825,0.0000820542,0.0002285964,0.001116207,0.02154219,0.948462,0.02759646],"study_design_scores_gemma":[0.000007334751,0.00001450138,0.0003667828,0.00002881281,0.000002419067,0.0000384821,0.00009328869,0.0001212019,0.0003574989,0.0004241077,0.9985366,0.000008999684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004114516,0.004090199,0.001289803,0.02486508,0.002364728,0.0002269029,0.005322635,0.001178588,0.9565475],"genre_scores_gemma":[0.01000436,0.001925746,0.001223675,0.004464825,0.00008097142,0.00003801331,0.00212889,0.0001921525,0.9799413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1601919,"threshold_uncertainty_score":0.5358952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004314659870572514,"score_gpt":0.1984717552732787,"score_spread":0.1941570954027062,"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."}}