{"id":"W4212795356","doi":"10.3386/w29752","title":"Valuing the Time of the Self-Employed","year":2022,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01311652,0.00009346029,0.0002348191,0.00021984,0.000727639,0.00008214547,0.001100054,0.0001538987,0.002243861],"category_scores_gemma":[0.0008765748,0.00006787579,0.0002362197,0.0003096804,0.0005304274,0.0002781714,0.0001749261,0.0005529324,0.00008371467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673657,"about_ca_system_score_gemma":0.008882504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682042,"about_ca_topic_score_gemma":0.0005756542,"domain_scores_codex":[0.996536,0.0004973192,0.000563843,0.0001947942,0.001942403,0.0002656725],"domain_scores_gemma":[0.9969792,0.001553777,0.0003540392,0.0002373693,0.0008340061,0.00004164424],"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":[0.00002561096,0.0001123838,0.0007910436,0.0001048746,0.0002894312,2.91382e-7,0.004587758,0.001051767,0.000005870125,0.8588409,0.1283408,0.005849292],"study_design_scores_gemma":[0.0001711732,0.00004145784,0.0008145283,0.00006048247,0.00001986846,0.000002135613,0.001121795,0.0001418955,0.00005868509,0.2087005,0.7887347,0.0001327284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003683655,0.0001722907,4.202208e-7,0.003493772,0.0004330225,0.0006265179,0.00008928645,0.00001295433,0.9914881],"genre_scores_gemma":[0.9622585,0.0009261104,0.00002114703,0.00004232187,0.0006807452,0.000124573,0.0001261852,0.00002255999,0.03579783],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9585749,"threshold_uncertainty_score":0.9986682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363294417407492,"score_gpt":0.4834005465933741,"score_spread":0.2470711048526248,"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."}}