{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005404426,0.0001719734,0.0003466675,0.0008586159,0.001419688,0.001477464,0.002042238,0.0001002446,0.001319442],"category_scores_gemma":[0.03773603,0.0001631353,0.0001516154,0.0007353177,0.0002584239,0.001293801,0.00003762524,0.0003175187,0.0002411762],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235267,"about_ca_system_score_gemma":0.03678381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01503648,"about_ca_topic_score_gemma":0.4082952,"domain_scores_codex":[0.9972904,0.000308612,0.0009285671,0.0003769139,0.0004046674,0.0006908213],"domain_scores_gemma":[0.989202,0.0001880291,0.001431447,0.001145825,0.004106729,0.003926022],"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":[0.00001020695,0.00002968845,0.003363315,0.0000460553,0.00001581036,0.00001307595,0.003585441,0.000003962847,0.0001613193,0.001637674,0.9773658,0.01376769],"study_design_scores_gemma":[0.0002820304,0.0002305592,0.02514888,0.001059407,0.00005184051,0.0005013892,0.0142195,0.00008783841,0.000115531,0.0147227,0.9432816,0.0002987614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7938701,0.009298733,0.0002203559,0.1663952,0.009675368,0.0004953368,0.0001012584,0.000006228151,0.01993745],"genre_scores_gemma":[0.9647775,0.0002362014,0.0001902819,0.004956039,0.001111556,0.00003529291,0.00004465677,0.00002078711,0.02862773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3932588,"threshold_uncertainty_score":0.9998803,"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."}}