{"id":"W3213971492","doi":"","title":"Environmental Agency through Social Media: A Mixed Methods Collective Case Study of Families Looking to Adopt Ecologically Responsible Actions as Part of a Private Facebook Group","year":2018,"lang":"en","type":"article","venue":"EdMedia + Innovate Learning","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Agency (philosophy); Social media; Public relations; Sociology; Internet privacy; Business; Advertising; Social psychology; Political science; Psychology; Social science; 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":[0.008084762,0.001086633,0.0008392436,0.002771443,0.02096602,0.004023578,0.002525527,0.00353829,0.004179067],"category_scores_gemma":[0.01218151,0.0009412119,0.0006681198,0.002101075,0.004649539,0.005118518,0.006049878,0.002656332,0.0005234915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877366,"about_ca_system_score_gemma":0.004640081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02797017,"about_ca_topic_score_gemma":0.0820055,"domain_scores_codex":[0.9924883,0.005140105,0.0002071028,0.000587391,0.0004369185,0.001140308],"domain_scores_gemma":[0.9876629,0.007972421,0.001261608,0.0008239499,0.001062215,0.001216897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002344631,0.002939629,0.05154736,0.000189088,0.00005714229,0.007599453,0.9191425,0.0001754603,0.0007566339,0.001249973,0.0006990806,0.01540926],"study_design_scores_gemma":[0.00002024603,0.0004874771,0.009866938,0.0001021295,0.00003043336,0.0009790316,0.9852637,0.0002474947,0.0003575727,0.0004402204,0.002177424,0.00002723633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996568,0.0000772007,0.0007825116,0.0003064231,0.00001375442,0.0001807862,0.00005566002,0.00000540798,0.002010332],"genre_scores_gemma":[0.9955408,0.0002244697,0.001553672,0.0001999966,0.00001883937,0.0003629755,0.00005672739,0.00001142094,0.002031016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02797017,"threshold_uncertainty_score":0.05561471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788722604786841,"score_gpt":0.3998161286253715,"score_spread":0.3209438681466873,"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."}}