{"id":"W2735938385","doi":"","title":"Understanding fatherhood in the digital age","year":2017,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Position (finance); Media studies; Advertising; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.00238214,0.00021878,0.0001682085,0.0009806813,0.006040189,0.005971745,0.0005085645,0.00133527,0.00603458],"category_scores_gemma":[0.002818177,0.0002055093,0.0001184943,0.0006504764,0.00877001,0.008742016,0.004031811,0.001826604,0.0006307386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604867,"about_ca_system_score_gemma":0.001114655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005324798,"about_ca_topic_score_gemma":0.01167923,"domain_scores_codex":[0.9988341,0.000782821,0.00001622615,0.00007864604,0.0001165883,0.0001717537],"domain_scores_gemma":[0.9979359,0.001280247,0.0002236973,0.0000619128,0.0001239867,0.0003743917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003559602,0.00005033506,0.01733082,0.00009917882,0.000006636044,0.001013872,0.5987993,0.00005837494,0.0003923841,0.3099651,0.02322234,0.04902605],"study_design_scores_gemma":[0.000006133507,0.00004802234,0.006940848,0.0004129959,0.000006316171,0.001161254,0.3768938,0.00008329879,0.0002056396,0.03908122,0.575147,0.00001351361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3783747,0.05463089,0.004295401,0.1231793,0.002397953,0.00001934784,0.0001196997,0.00004664343,0.4369361],"genre_scores_gemma":[0.9411864,0.02151205,0.0007934438,0.008414818,0.0004866121,0.00001913763,0.000039057,0.00003341066,0.02751507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006040189,"threshold_uncertainty_score":0.02018768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951778417642968,"score_gpt":0.4154901330902354,"score_spread":0.2203122913259386,"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."}}