{"id":"W2784762214","doi":"10.22215/etd/2017-12127","title":"Psychological Need Satisfaction and the Importance of Variety-Novelty","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Variety (cybernetics); Novelty; Popularity; Psychology; Pleasure; Competence (human resources); Thriving; Social psychology; Computer science; Artificial intelligence","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":[0.001992209,0.0001518599,0.0003279499,0.0007251145,0.0004070604,0.001241773,0.0002825193,0.0004026297,0.002731403],"category_scores_gemma":[0.01172001,0.000141134,0.0004243074,0.0005445171,0.0006964556,0.0008300996,0.001031607,0.0007905109,0.0001172834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003912215,"about_ca_system_score_gemma":0.0003617944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006207485,"about_ca_topic_score_gemma":0.001069825,"domain_scores_codex":[0.9990507,0.0004287162,0.00007955878,0.0001032499,0.0002534154,0.00008435117],"domain_scores_gemma":[0.9874462,0.006311406,0.003368458,0.000814483,0.0009288701,0.001130637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007823014,0.0007761287,0.9515544,0.0002606989,0.0001701037,0.0001637728,0.004111928,0.0003153645,0.00425434,0.002718059,0.0001880765,0.0347048],"study_design_scores_gemma":[0.0000128368,0.0003361345,0.9961503,0.00001405016,0.00002655619,0.0001582294,0.001390775,0.0003950098,0.0002924931,0.0008946957,0.0003186312,0.00001028414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997843,0.00007639614,0.0003406513,0.0000704087,0.000003225247,0.00001385705,0.00002833445,0.000001856719,0.001622259],"genre_scores_gemma":[0.9995645,0.0000271491,0.0002113506,0.00001412359,0.00000397017,0.00001122548,0.00003829933,0.000001108711,0.0001283811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002731403,"threshold_uncertainty_score":0.01053596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007814112519842,"score_gpt":0.3529766652159045,"score_spread":0.3228985240907061,"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."}}