{"id":"W2613955161","doi":"","title":"Venture Labor| Fifteen Implications of Networked Scholar Research for Networked Work","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Work (physics); Public relations; Sociology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02208412,0.000403995,0.000510968,0.003020435,0.01786364,0.02020699,0.002975463,0.004404811,0.01430385],"category_scores_gemma":[0.04162575,0.0003497411,0.0006841915,0.004528221,0.05972172,0.0200991,0.01242955,0.005143816,0.0008522081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01504674,"about_ca_system_score_gemma":0.01979316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01799284,"about_ca_topic_score_gemma":0.02365989,"domain_scores_codex":[0.9793693,0.01499784,0.0003858555,0.001379651,0.001885686,0.001981612],"domain_scores_gemma":[0.9339613,0.04952349,0.003410526,0.00305237,0.0037648,0.006287579],"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":[0.00002784024,0.00006642297,0.003906976,0.00008694017,0.000005806952,0.0002745122,0.02843976,0.0001181523,0.00002977687,0.9467494,0.007988144,0.01230622],"study_design_scores_gemma":[0.00005546289,0.00005536353,0.00579624,0.0009343939,0.00001367099,0.0002643905,0.1286617,0.0005591866,0.0001295791,0.711118,0.1523786,0.00003337147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1058785,0.01323808,0.008623781,0.4246184,0.002662794,0.0002283859,0.0001450137,0.00003712792,0.4445678],"genre_scores_gemma":[0.9555548,0.005729209,0.002290715,0.01799583,0.001360149,0.0003170426,0.00005045855,0.00004525487,0.01665665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9821364,"threshold_uncertainty_score":0.1167934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4812582560890993,"score_gpt":0.6520977225296,"score_spread":0.1708394664405006,"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."}}