{"id":"W4285467871","doi":"10.51952/9781529212259.ch003","title":"Selling Restraint","year":2021,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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"],"consensus_categories":[],"category_scores_codex":[0.0002197309,0.0004138139,0.0005660785,0.0002293247,0.0002728783,0.00004730784,0.0005761205,0.001037815,0.0006789026],"category_scores_gemma":[0.00002262048,0.0004964556,0.0003479222,0.00001279492,0.0002431279,0.00002682451,0.0002148705,0.001156068,0.0001864314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433132,"about_ca_system_score_gemma":0.0002886139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006808533,"about_ca_topic_score_gemma":0.00004766121,"domain_scores_codex":[0.9977231,0.0001514283,0.0003534032,0.0009056297,0.0003980228,0.0004684104],"domain_scores_gemma":[0.9979174,0.0002219195,0.0003086447,0.001004016,0.0002292891,0.0003187871],"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":[0.000204101,0.00004656009,9.999975e-7,0.000123061,0.0005139799,0.06562162,0.001726071,0.000008881349,0.00001064846,0.8077265,0.0166895,0.1073281],"study_design_scores_gemma":[0.0004200863,0.00005110734,0.00002228927,0.0004950698,0.0001194659,0.0005144105,0.0004467908,0.000005662715,0.000005200186,0.0008832376,0.9965589,0.0004777875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004622663,0.0006974415,0.0005857776,0.00006848755,0.00126451,0.0003348215,0.0001978384,0.0002098739,0.996179],"genre_scores_gemma":[0.004901453,0.0001108527,0.0003209578,0.0001230207,0.0003385458,7.079657e-7,0.00006128198,0.00008366867,0.9940595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9798694,"threshold_uncertainty_score":0.9997487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07610979641178807,"score_gpt":0.2973059886496523,"score_spread":0.2211961922378642,"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."}}