{"id":"W4377235465","doi":"10.1007/978-3-031-27632-3_10","title":"Buying a Refurbished Laser Device","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Consumables; Trademark; Arbitration; Business; Engineering; Political science; Marketing; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001466795,0.0003043161,0.0002756,0.0002544023,0.0001434607,0.0002546286,0.001499829,0.0002670314,0.0009626417],"category_scores_gemma":[0.00002606592,0.0002914419,0.0001700303,0.0001122878,0.00002697623,0.0004984453,0.0008963594,0.0005351683,0.01840987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110894,"about_ca_system_score_gemma":0.0001036015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008588216,"about_ca_topic_score_gemma":0.0003786717,"domain_scores_codex":[0.9982897,0.00001208549,0.0003596582,0.0006583369,0.00039951,0.0002807196],"domain_scores_gemma":[0.9979737,0.0002852417,0.0001743186,0.001255725,0.0001971202,0.000113832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002043653,0.000009712099,0.000002171249,0.00004504696,0.0001031545,0.0001591117,0.0002135384,0.00003374461,0.00001814694,0.9368822,0.05151355,0.01101759],"study_design_scores_gemma":[0.0001047865,0.00003135439,0.00001378805,0.0002759369,0.00002745604,0.00005101468,0.00001887155,0.004671231,0.0001301351,0.07729312,0.9168047,0.0005776498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005472681,0.00002354108,0.02033579,0.002723978,0.001730088,0.0001599435,0.00000606483,0.001399883,0.9736152],"genre_scores_gemma":[0.0002596595,0.00002925075,0.01714177,0.002443452,0.0002574798,0.00001718604,0.00001247962,0.00007244057,0.9797663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8652911,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05387221583900724,"score_gpt":0.2822188648587234,"score_spread":0.2283466490197161,"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."}}