{"id":"W2770674896","doi":"","title":"Review: Smitten by Giraffe: My Life as a Citizen Scientist","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aesthetics; Visual arts; Psychology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03122151,0.002585645,0.006298142,0.005293422,0.005955189,0.01539422,0.005583986,0.0438499,0.007695841],"category_scores_gemma":[0.133685,0.001479508,0.003020714,0.007183673,0.00946759,0.01088501,0.007611468,0.02451421,0.007573316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0133892,"about_ca_system_score_gemma":0.03335538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01329774,"about_ca_topic_score_gemma":0.02930176,"domain_scores_codex":[0.9716153,0.01118679,0.003459389,0.003475311,0.008677612,0.00158551],"domain_scores_gemma":[0.8654457,0.0583174,0.01067884,0.003735182,0.0458158,0.01600702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002499249,0.000004666676,0.00003594068,0.001368177,0.00003788216,0.00004637345,0.00007840441,0.00001025162,0.00001578123,0.0005701965,0.9913375,0.006469793],"study_design_scores_gemma":[0.00009761949,0.0000331295,0.0003763836,0.007671872,0.0001721451,0.0003319661,0.0003885051,0.0000497318,0.00004579411,0.002762523,0.9880065,0.00006372232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00006725232,0.2437798,0.0001342414,0.5809064,0.1743417,0.00004278378,0.00009726865,0.00002491268,0.0006057161],"genre_scores_gemma":[0.002389032,0.2045159,0.0004410526,0.5929211,0.1931199,0.0002033401,0.0001330487,0.0000543327,0.006222176],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0438499,"threshold_uncertainty_score":0.1651171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09628998029484023,"score_gpt":0.4117230961607344,"score_spread":0.3154331158658942,"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."}}