{"id":"W3134475275","doi":"","title":"Supply China Digital Led Screen Manufacturers - Szlightall","year":2007,"lang":"en","type":"article","venue":"American Journal of Human Biology","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"China; Business; Advertising; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002686676,0.00009579086,0.000197853,0.0001906749,0.00005971494,0.0000530944,0.0005884898,0.0000241143,0.00001645211],"category_scores_gemma":[0.00002216976,0.00007543081,0.00008258738,0.0001419201,0.0001321672,0.0001968291,0.00006185944,0.000173037,0.000008285308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003918915,"about_ca_system_score_gemma":0.00004092204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002117303,"about_ca_topic_score_gemma":0.000003350843,"domain_scores_codex":[0.9992383,0.0000148528,0.0002906204,0.000115043,0.0001029835,0.0002382321],"domain_scores_gemma":[0.9993438,0.00007510612,0.0002363969,0.000151085,0.00005939114,0.0001342021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008972,0.0005172056,0.1043568,0.00001508973,0.0006169743,0.0003176424,0.004803683,0.003248163,0.03117456,0.4257849,0.005006535,0.4240688],"study_design_scores_gemma":[0.001030979,0.005065833,0.9363832,0.00006026725,0.0000288212,0.001391345,0.0005986719,0.0005895759,0.003263082,0.0256765,0.02511445,0.0007972557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.719558,0.00007557682,0.2771698,0.001050653,0.0003331209,0.00002177396,0.000001448923,0.00001672353,0.00177287],"genre_scores_gemma":[0.9860347,0.000007550466,0.01348364,0.0001857873,0.0002320844,1.609093e-7,0.000003416383,0.000006167215,0.00004647857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8320264,"threshold_uncertainty_score":0.3075979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006375830451355862,"score_gpt":0.2562169402389622,"score_spread":0.2498411097876064,"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."}}