{"id":"W4388105924","doi":"10.4337/9781035314454.00048","title":"A very brief guide to further reading","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Reading (process); Moment (physics); History; Regional science; Visual arts; Aesthetics; Geography; Cartography; Political science; Art; Law; Archaeology","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":[0.0007846768,0.001304742,0.0008455343,0.003917697,0.002248289,0.003816736,0.001758197,0.001501566,0.2733473],"category_scores_gemma":[0.003858379,0.0005217022,0.00053142,0.004207867,0.001229048,0.004821698,0.001777874,0.003029646,0.2356125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740601,"about_ca_system_score_gemma":0.001939805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006614155,"about_ca_topic_score_gemma":0.01645388,"domain_scores_codex":[0.9994548,0.0001191219,0.0000458365,0.00007976101,0.0002450485,0.000055412],"domain_scores_gemma":[0.9985942,0.0006362498,0.00006046391,0.000102799,0.0004993525,0.0001068881],"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":[0.00000921647,0.00003680567,0.00005522099,0.0002202143,0.000001288585,0.00008187787,0.0004572345,0.00005340175,0.0001952882,0.01829073,0.9262597,0.05433902],"study_design_scores_gemma":[7.862226e-7,0.000003616062,0.00008060741,0.0001099124,3.509772e-7,0.00005714401,0.0001204449,0.00001535169,0.00002515259,0.002394804,0.9971893,0.000002515229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009012262,0.03549509,0.006698859,0.0116839,0.009800984,0.0003896313,0.005509682,0.001357123,0.9281635],"genre_scores_gemma":[0.002660866,0.02333458,0.006176634,0.006151072,0.003240122,0.0003322207,0.005301562,0.0008354976,0.9519675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2733473,"threshold_uncertainty_score":0.9144378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419399620959871,"score_gpt":0.2978290018598591,"score_spread":0.255889039763872,"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."}}