{"id":"W2301598259","doi":"","title":"4C: A Web2.0 Case Study Analysis Tool","year":2009,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01565202,0.0007757506,0.0006843915,0.01040776,0.002907389,0.005247726,0.002647987,0.001867714,0.007695552],"category_scores_gemma":[0.02570274,0.0009166477,0.0007119441,0.005605035,0.001657846,0.003860201,0.003825328,0.001424618,0.002039719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003232028,"about_ca_system_score_gemma":0.003952832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006688668,"about_ca_topic_score_gemma":0.01140985,"domain_scores_codex":[0.9896897,0.005742788,0.0009587836,0.0006869728,0.00256323,0.0003584278],"domain_scores_gemma":[0.960338,0.02765439,0.001870552,0.005030604,0.003790677,0.001315829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00108116,0.002404365,0.03962701,0.003431772,0.0001988042,0.009113714,0.04039519,0.01391366,0.04757616,0.1569306,0.1397634,0.5455642],"study_design_scores_gemma":[0.0005925699,0.0008088093,0.02353736,0.001976055,0.0001893546,0.008273777,0.02388944,0.09762526,0.04905831,0.05835344,0.7351197,0.000575962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1349648,0.0006163928,0.7464179,0.005723344,0.0003023941,0.01337304,0.01278722,0.01936268,0.06645226],"genre_scores_gemma":[0.1134652,0.0002625294,0.8701429,0.0004362909,0.00004807282,0.004899871,0.00390362,0.001359817,0.005481671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01565202,"threshold_uncertainty_score":0.08277678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000721190282253,"score_gpt":0.4170438487461863,"score_spread":0.316971729717961,"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."}}