{"id":"W2625867801","doi":"10.22054/jks.2017.15975.1109","title":"تحلیل سطوح همکاری علمی پژوهشگران ایرانی در پایگاه وبآوساینس : مطالعه موردی حوزه علوم اجتماعی","year":2017,"lang":"fa","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004336949,0.0003628029,0.0002549233,0.002560374,0.001387578,0.003895019,0.0003550689,0.0006473502,0.02195452],"category_scores_gemma":[0.01069234,0.00038216,0.000341319,0.004015153,0.001526405,0.002392724,0.001026281,0.001497129,0.01065634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232086,"about_ca_system_score_gemma":0.00393727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004964426,"about_ca_topic_score_gemma":0.005593849,"domain_scores_codex":[0.9967193,0.0006350718,0.0003609587,0.0003291723,0.001706225,0.0002492407],"domain_scores_gemma":[0.9928427,0.002531061,0.001458921,0.0003334814,0.002553144,0.000280608],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005178506,0.0002321015,0.05318774,0.0018992,0.0001278808,0.004275174,0.0344763,0.001338753,0.03048534,0.07440551,0.04197029,0.7570838],"study_design_scores_gemma":[0.00005617224,0.0001885609,0.23458,0.001231924,0.0001075162,0.004026301,0.03525392,0.002244909,0.02089713,0.03723281,0.6640072,0.0001735353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5751606,0.01088632,0.1001757,0.02081483,0.002444228,0.0007828536,0.003768873,0.0007289229,0.2852377],"genre_scores_gemma":[0.8096487,0.01463919,0.07032473,0.002192037,0.001265708,0.001651756,0.003434171,0.0006663707,0.09617736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974396,"threshold_uncertainty_score":0.07344514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9040632922854434,"score_gpt":0.7788238502099075,"score_spread":0.1252394420755358,"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."}}