{"id":"W6984931572","doi":"","title":"Toledo, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Work (physics); Natural (archaeology); Control (management)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001306781,0.0004557547,0.0003911256,0.0005415144,0.0001849544,0.0008476084,0.0003306656,0.0003658812,0.004656703],"category_scores_gemma":[0.00001034516,0.000423888,0.00009130769,0.0005787592,0.00004393624,0.01370716,0.0002484235,0.0002884192,0.0009733171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008741303,"about_ca_system_score_gemma":0.00003615009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.234227e-7,"about_ca_topic_score_gemma":0.000001881888,"domain_scores_codex":[0.9983824,0.00001599175,0.0005746728,0.000295124,0.0002538496,0.0004779462],"domain_scores_gemma":[0.9989704,0.00001033936,0.0006390553,0.0003141408,0.00002746532,0.00003857063],"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":[0.00002878767,0.00001744016,0.0002108281,0.0001652669,0.00002783134,0.000001325329,0.00001424209,0.00002510406,1.065451e-7,0.3309744,0.6502331,0.01830163],"study_design_scores_gemma":[0.0006960914,0.000007520457,0.001252822,0.0004162521,0.00003509013,0.000003265346,0.000002872899,0.0008083149,0.000001730073,0.001181011,0.995078,0.0005170506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000959492,0.0005732533,0.0003431272,0.001169058,0.001338165,0.0005043334,0.000017277,0.0008674751,0.9951777],"genre_scores_gemma":[0.01177281,0.008116079,0.00306396,0.09820851,0.03773464,0.0001200337,0.0252688,0.0009048408,0.8148103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3448449,"threshold_uncertainty_score":0.9998213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006555685703316368,"score_gpt":0.1771212496650311,"score_spread":0.1705655639617147,"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."}}