{"id":"W2900798288","doi":"10.15353/joci.v14i1.3400","title":"On travails and perspectives: the future of JoCI","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04693408,0.0008094388,0.001278296,0.004925235,0.009510796,0.03855339,0.003552109,0.01075356,0.02235425],"category_scores_gemma":[0.05100766,0.000413391,0.0006836193,0.005505589,0.05167501,0.04847024,0.01324359,0.01412238,0.002756971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009700017,"about_ca_system_score_gemma":0.02317819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008632312,"about_ca_topic_score_gemma":0.01045808,"domain_scores_codex":[0.976218,0.01720751,0.0005533563,0.001081256,0.003448976,0.001490924],"domain_scores_gemma":[0.914353,0.05556318,0.002417567,0.00620665,0.01279084,0.008668765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003486543,0.00003953839,0.0002615915,0.0001476713,0.000005048823,0.0000305536,0.004923543,0.00008723248,0.00003167379,0.9421303,0.0255166,0.02679147],"study_design_scores_gemma":[0.00002436319,0.00002654654,0.0002651695,0.001399813,0.00001182554,0.00005545198,0.019501,0.0005224249,0.0001060297,0.6963395,0.2817067,0.00004119372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006333268,0.0798433,0.01312305,0.7410979,0.01182257,0.0000373956,0.00009872425,0.000193479,0.1474503],"genre_scores_gemma":[0.6220444,0.115765,0.02842313,0.1502942,0.0234309,0.0004716409,0.0002662329,0.0007010641,0.05860351],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04693408,"threshold_uncertainty_score":0.2482141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04012094785187803,"score_gpt":0.3441990170320492,"score_spread":0.3040780691801712,"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."}}