{"id":"W3152388838","doi":"","title":"Selling What No One Can Buy","year":2018,"lang":"","type":"dissertation","venue":"TSpace","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Advertising; Marketing; Commerce; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003202849,0.0003670755,0.0005541859,0.0009661452,0.004908174,0.01279339,0.001070394,0.004398592,0.03824666],"category_scores_gemma":[0.01119005,0.0003795282,0.0003935698,0.001056346,0.01498835,0.01529024,0.004282163,0.004181752,0.007121105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650555,"about_ca_system_score_gemma":0.003369039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005713683,"about_ca_topic_score_gemma":0.005947284,"domain_scores_codex":[0.9967281,0.0009454824,0.00009649798,0.0005721622,0.001257865,0.0003999698],"domain_scores_gemma":[0.996411,0.00172542,0.0003787054,0.0006067321,0.0004492874,0.0004289511],"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":[0.00001819292,0.00004958553,0.0008620635,0.00005611472,0.00001787271,0.0002254088,0.004173062,0.000111504,0.0002321065,0.9662747,0.01365866,0.01432072],"study_design_scores_gemma":[0.00002493177,0.00006543512,0.0008842432,0.0004551789,0.00002665916,0.0004432215,0.01007401,0.0006346434,0.0005030229,0.4831425,0.5036972,0.00004887991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01995492,0.002395306,0.01020668,0.03336858,0.0005560568,0.00005785095,0.0001367924,0.00007982107,0.933244],"genre_scores_gemma":[0.7430212,0.004450021,0.00655958,0.01809632,0.0005478049,0.0001056725,0.0002300241,0.0001896247,0.2267998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03824666,"threshold_uncertainty_score":0.1279478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654323153210101,"score_gpt":0.3809345777035893,"score_spread":0.3343913461714883,"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."}}