{"id":"W7021506449","doi":"","title":"Infinite Snails","year":2019,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sister; Perspective (graphical); Fixation (population genetics); Depression (economics); Identity (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001774074,0.0006046264,0.0003777684,0.001039982,0.009094387,0.006411179,0.0008818388,0.001797572,0.05247093],"category_scores_gemma":[0.005450787,0.0003489625,0.0004407594,0.0007866264,0.01306897,0.006826858,0.006873907,0.004459025,0.01066111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205962,"about_ca_system_score_gemma":0.003168428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367613,"about_ca_topic_score_gemma":0.007760488,"domain_scores_codex":[0.9977409,0.001067275,0.00005452027,0.0002281128,0.0005632197,0.0003461422],"domain_scores_gemma":[0.9979633,0.0004088735,0.000132733,0.0002608881,0.0003572533,0.0008768941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007701606,0.00005783896,0.0008748741,0.0001471252,0.00001128663,0.0007708285,0.04800057,0.0001371504,0.0006504136,0.557269,0.3401367,0.05186714],"study_design_scores_gemma":[0.000003665152,0.00001589569,0.0002009434,0.0001115701,0.000001629194,0.0002883084,0.007738651,0.00003963951,0.00009859179,0.01702761,0.9744661,0.000007311855],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0158047,0.003993601,0.006807742,0.03660053,0.004730497,0.00007932111,0.0001607958,0.0003434748,0.9314795],"genre_scores_gemma":[0.2039066,0.004120863,0.003729115,0.01315971,0.001066409,0.0001088084,0.0001749805,0.0004376788,0.7732959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05247093,"threshold_uncertainty_score":0.1755328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711535142660862,"score_gpt":0.2565232390966075,"score_spread":0.2394078876699989,"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."}}