{"id":"W105645952","doi":"10.6017/ital.v19i1.10069","title":"The Internet as a Source of Academic Research Information: Findings of Two Pilot Studies","year":2017,"lang":"en","type":"article","venue":"Information Technology and Libraries","topic":"Web and Library Services","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information superhighway; The Internet; Subject (documents); Government (linguistics); Entertainment; World Wide Web; Internet Architecture Board; Computer science; Quarter (Canadian coin); Internet Draft; Internet research; Information source (mathematics); Internet appliance; Internet privacy; Business; Advertising; Internet access; Political science; History","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.04608982,0.0006262312,0.0009561906,0.002746705,0.004492,0.005460908,0.00176874,0.001973296,0.004611528],"category_scores_gemma":[0.1018906,0.001110473,0.0005932635,0.00318715,0.005087038,0.007109793,0.004736729,0.003013479,0.001699599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003403742,"about_ca_system_score_gemma":0.007378171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189516,"about_ca_topic_score_gemma":0.01763838,"domain_scores_codex":[0.9797121,0.01395632,0.0009871026,0.0009649728,0.002865829,0.001513666],"domain_scores_gemma":[0.8116606,0.1415992,0.01148112,0.008181306,0.01541266,0.01166507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.006711381,0.06335997,0.2622759,0.001958915,0.0002106176,0.00391318,0.5357579,0.0002443546,0.004594898,0.002988697,0.005322312,0.1126619],"study_design_scores_gemma":[0.002009362,0.01735301,0.3517792,0.000693079,0.0003652622,0.001143423,0.603254,0.001073265,0.002327565,0.001519343,0.01827795,0.0002044752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933263,0.0001536662,0.0003271788,0.0008252003,0.00002106943,0.001133216,0.00009114142,0.00001382839,0.004108319],"genre_scores_gemma":[0.993404,0.0004551575,0.001131925,0.0008887837,0.00002531637,0.002183952,0.0001085656,0.00001756141,0.001784793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9945391,"threshold_uncertainty_score":0.2437492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04510818017021502,"score_gpt":0.3255924637191552,"score_spread":0.2804842835489402,"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."}}