{"id":"W1564671099","doi":"10.2139/ssrn.1821287","title":"Waiting for Signalling Quality","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Quality (philosophy); Signalling; Business; Computer science; Economics; Microeconomics","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":[0.001694737,0.0001116304,0.0001441223,0.00008973089,0.0002331593,0.0003822554,0.0002070444,0.00004093121,0.00005658433],"category_scores_gemma":[0.00007154937,0.00009928753,0.0001375425,0.00007057529,0.00001558271,0.003021961,0.00003913871,0.0003991223,0.00009742352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093708,"about_ca_system_score_gemma":0.0001522594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381632,"about_ca_topic_score_gemma":0.000410826,"domain_scores_codex":[0.9980912,7.485365e-7,0.0003126727,0.000133759,0.00007324388,0.001388399],"domain_scores_gemma":[0.9995441,0.00002199528,0.0002715784,0.00006993701,0.00008043637,0.00001190202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005553067,0.00003081255,0.001261325,0.000018423,0.00005238372,4.701921e-7,0.0000286744,0.00002325198,0.00005209254,0.9753674,0.00005363458,0.02305602],"study_design_scores_gemma":[0.0004349449,0.00002598134,0.0001997114,0.00001138153,0.00002245574,0.00001343864,0.002775406,0.001534628,0.00003901421,0.9919335,0.002822823,0.0001867445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547693,0.000118108,0.01091909,0.00006053141,0.0002245968,0.0001035485,5.666836e-7,0.00004556484,0.03375866],"genre_scores_gemma":[0.9977588,0.0000389972,0.0001547031,0.0003908833,0.001250633,0.000004509589,0.000005702563,0.00002338883,0.0003723773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04298948,"threshold_uncertainty_score":0.4048828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05157594619658358,"score_gpt":0.2320576645054563,"score_spread":0.1804817183088728,"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."}}