{"id":"W4313579673","doi":"10.5860/crln.84.1.43","title":"Internet Reviews","year":2023,"lang":"en","type":"article","venue":"College & Research Libraries News","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002249828,0.00006901607,0.0001836117,0.001136915,0.001798694,0.001270003,0.0007118743,0.0001027062,0.006298235],"category_scores_gemma":[0.002048443,0.0000819132,0.00009322714,0.003100124,0.001755376,0.0008489129,0.0002465584,0.0003516307,0.009447175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441547,"about_ca_system_score_gemma":0.002362419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2331467,"about_ca_topic_score_gemma":0.7300478,"domain_scores_codex":[0.9972936,0.000867726,0.0002128921,0.00026278,0.0006727282,0.000690306],"domain_scores_gemma":[0.9988068,0.0003734609,0.00003405772,0.0003062972,0.00008865271,0.0003906747],"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":[0.000007878782,0.000007200278,0.0001159485,0.0000155458,0.000003304714,0.00004043574,0.005654857,5.487303e-8,0.000005086953,0.236908,0.7493249,0.007916873],"study_design_scores_gemma":[0.00008566468,0.00002605443,0.0002812269,0.00002802105,0.000001604673,3.291312e-7,0.005341315,0.000006710723,0.000005418698,0.0081523,0.9859831,0.00008823958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00482313,0.00652789,0.000008034109,0.02744554,0.000970683,0.0009126534,0.00006918635,0.0003245615,0.9589183],"genre_scores_gemma":[0.006269183,0.010144,0.0001028722,0.0005733168,0.0008081918,0.0001419055,0.00001959306,0.00002169782,0.9819192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4969011,"threshold_uncertainty_score":0.9997668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1917679757740841,"score_gpt":0.3759700240581154,"score_spread":0.1842020482840313,"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."}}