{"id":"W2560777173","doi":"10.18733/c3n88r","title":"If I Had a Hammer: File Cabinet","year":2016,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cabinet (room); Operating system; Hammer; Shadow (psychology); Computer science; Computer graphics (images); Database; Computer security; Engineering; Structural engineering; Psychology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001811315,0.0002998598,0.0002527256,0.0006706649,0.04135401,0.009196548,0.001173428,0.005725025,0.04308995],"category_scores_gemma":[0.008461287,0.0003479621,0.0002647957,0.00115964,0.009260306,0.004820806,0.002410675,0.009180221,0.003179626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05411237,"about_ca_system_score_gemma":0.08263699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9647925,"about_ca_topic_score_gemma":0.9904194,"domain_scores_codex":[0.9973592,0.000387384,0.00003396659,0.0002053756,0.0007364195,0.001277574],"domain_scores_gemma":[0.996792,0.0004620105,0.0001105336,0.00008229625,0.00128924,0.001263844],"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":[0.00002697862,0.00001382887,0.001765963,0.00003331517,0.000004509207,0.0004624786,0.04323451,0.00004195653,0.0001967398,0.07722799,0.8575883,0.01940347],"study_design_scores_gemma":[0.000004831409,0.000006037546,0.00331403,0.0001103973,0.000005416678,0.0001084479,0.07316559,0.00004928235,0.000151452,0.00345502,0.9195985,0.0000309108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02379588,0.004113769,0.001023029,0.4620693,0.003893919,0.00004751434,0.0005437412,0.0001414017,0.5043715],"genre_scores_gemma":[0.4086956,0.002442111,0.001134735,0.08047073,0.0004050264,0.00002961159,0.0001999098,0.000225874,0.5063964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9647925,"threshold_uncertainty_score":0.3926145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5062977383117259,"score_gpt":0.460449639982081,"score_spread":0.04584809832964482,"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."}}