{"id":"W2521339394","doi":"10.1017/alj.2016.24","title":"Making Booxs: iSchool Students De/Construct the Book","year":2016,"lang":"en","type":"article","venue":"Art Libraries Journal","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Construct (python library); Object (grammar); Library science; Connection (principal bundle); Visual arts; Sociology; Media studies; Art; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002172423,0.000371661,0.0002996041,0.0008500293,0.008751252,0.01399585,0.001085059,0.001776687,0.02122768],"category_scores_gemma":[0.003825101,0.000413536,0.0003240816,0.000985711,0.005404067,0.006819871,0.004104872,0.005023671,0.005127714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221189,"about_ca_system_score_gemma":0.008519392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01932625,"about_ca_topic_score_gemma":0.06517529,"domain_scores_codex":[0.998947,0.0002875075,0.00003446708,0.0000895585,0.0003036352,0.000337928],"domain_scores_gemma":[0.9975973,0.0004016021,0.0001701287,0.0001560632,0.0004233172,0.001251525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004000332,0.001028911,0.02346358,0.0002478903,0.000008272142,0.0007808121,0.5766943,0.0001495845,0.002420534,0.09108452,0.1660126,0.1380691],"study_design_scores_gemma":[0.000005557976,0.00006000148,0.005461311,0.0002151828,0.000008643513,0.0002557551,0.3823749,0.0001005562,0.001059195,0.006684014,0.6037528,0.00002217774],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.514128,0.003745714,0.008841383,0.02861577,0.001615312,0.0002701769,0.0003479715,0.0006994162,0.4417363],"genre_scores_gemma":[0.6705917,0.00490685,0.008814794,0.005002617,0.0001925007,0.00009442708,0.0004010188,0.000268054,0.3097281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122768,"threshold_uncertainty_score":0.07101369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115750075918032,"score_gpt":0.3333877311935577,"score_spread":0.2922302304343773,"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."}}