{"id":"W4361267248","doi":"10.33642/ijbass.v9n3p2","title":"Help Your Gig Workers Become Their Best Selves: A Self-Actualization Action Framework","year":2023,"lang":"en","type":"article","venue":"International Journal of Business and Applied Social Science","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; University of Toronto; Conestoga College","funders":"","keywords":"Job satisfaction; Business; Productivity; Job enrichment; Gig economy; Work (physics); Public relations; Marketing; Action (physics); Checklist; Job design; Knowledge management; Psychology; Job performance; Engineering; Computer science; Political science; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01230184,0.000814113,0.0003278802,0.001809892,0.005179919,0.00671138,0.00219871,0.003228905,0.002185051],"category_scores_gemma":[0.007083739,0.0004431954,0.0006347319,0.0005740884,0.02160455,0.005084058,0.008305851,0.004094036,0.0005127938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004849067,"about_ca_system_score_gemma":0.0100347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554704,"about_ca_topic_score_gemma":0.005481624,"domain_scores_codex":[0.9881386,0.009072832,0.0002413762,0.0005625291,0.0009117115,0.001072914],"domain_scores_gemma":[0.9911514,0.003362229,0.0008034173,0.0004876898,0.0009267661,0.003268373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008952379,0.002147239,0.03444778,0.0004670566,0.00006246061,0.00110894,0.5035815,0.001179353,0.001678582,0.3457818,0.01004129,0.09941453],"study_design_scores_gemma":[0.0001022918,0.0006717065,0.03007139,0.001070283,0.00007512492,0.0008192784,0.5852343,0.00682568,0.001321803,0.2349442,0.1387051,0.0001589182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4918928,0.001708009,0.1178252,0.08871026,0.0005083252,0.001864186,0.0001211153,0.0006019324,0.2967682],"genre_scores_gemma":[0.9625108,0.0003529401,0.03019522,0.001564148,0.00002886208,0.0004285728,0.00004506875,0.00003530146,0.004839025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230184,"threshold_uncertainty_score":0.06505919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802390915887338,"score_gpt":0.3243235230667627,"score_spread":0.2862996139078893,"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."}}