{"id":"W2761717757","doi":"","title":"Lithium: : Year in Review 2014","year":2015,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lithium hydroxide; Lithium carbonate; Gloom; Lithium (medication); Bidding; Engineering; Battery (electricity); Business; Operations management; Marketing; Chemistry; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002580314,0.0000699731,0.0001399765,0.0000537172,0.000006128411,0.00001742804,0.00006208907,0.00008972696,0.000310693],"category_scores_gemma":[0.0002102202,0.0000660366,0.0000194947,0.0001815552,0.000006918564,0.0001451787,0.000005661766,0.0001618484,0.0005357452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003251237,"about_ca_system_score_gemma":0.00004238174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002455992,"about_ca_topic_score_gemma":0.00002086077,"domain_scores_codex":[0.9994733,0.00002644966,0.000219817,0.00007455052,0.0001030716,0.0001028541],"domain_scores_gemma":[0.9997504,0.00002367689,0.00002086601,0.00009237321,0.00003736702,0.00007534254],"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":[0.000003704346,0.000007178386,0.0002185122,0.00003065502,0.000002885126,0.000002432077,0.00002950897,0.0006252392,0.0004758559,0.000123468,0.9972738,0.001206767],"study_design_scores_gemma":[0.0004458555,0.00001266441,0.00002145832,0.0001654394,0.00000398319,0.000002941662,0.00001873121,0.0001297524,0.0004513697,0.00008318235,0.9985797,0.00008486823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02512696,0.02022326,0.0001137237,0.003578537,0.002545032,0.0005437225,0.00001258105,0.0004254496,0.9474307],"genre_scores_gemma":[0.4788128,0.02540083,0.001211872,0.005465471,0.006822479,0.0003383705,0.0001789055,0.0001919516,0.4815773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4658534,"threshold_uncertainty_score":0.6886099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112709978747364,"score_gpt":0.3063288054876726,"score_spread":0.1950578076129362,"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."}}