{"id":"W3172445880","doi":"10.1177/00986283211020739","title":"Evaluating Reddit as a Crowdsourcing Platform for Psychology Research Projects","year":2021,"lang":"en","type":"article","venue":"Teaching of Psychology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Crowdsourcing; Psychology; Demographics; Medical education; Ethnic group; Applied psychology; Altruism (biology); Psychological research; Social psychology; World Wide Web; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01154393,0.0001041912,0.0002459373,0.0002986215,0.0009392235,0.00006233302,0.0003691492,0.0002435394,0.0005323633],"category_scores_gemma":[0.01127059,0.0001068435,0.00009298834,0.0004321642,0.0003179909,0.0002779501,0.00005976089,0.0006077396,0.00008193043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007705275,"about_ca_system_score_gemma":0.0005297757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003286078,"about_ca_topic_score_gemma":0.0001633254,"domain_scores_codex":[0.9970303,0.0009359451,0.000464182,0.0003323545,0.0005706019,0.0006666456],"domain_scores_gemma":[0.9979463,0.0008658266,0.0002035178,0.0004089891,0.0004347159,0.0001406933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003456284,0.0003967404,0.0005477364,0.0001029566,0.00007972524,0.00001279977,0.3325939,0.00002543008,0.01893122,0.2245208,0.1015399,0.3209032],"study_design_scores_gemma":[0.006832124,0.002846403,0.01127438,0.0003895282,0.00006000584,0.0001832422,0.1268452,0.0008910497,0.002420268,0.125669,0.7217937,0.0007951136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5781333,0.0001146732,0.002437533,0.007389541,0.0006752934,0.0004676961,0.000005394003,0.00007561146,0.4107009],"genre_scores_gemma":[0.9748871,0.00004312312,0.01825617,0.002529761,0.0004410346,0.0000223322,0.00001766828,0.00002087866,0.00378188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6202538,"threshold_uncertainty_score":0.9970579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5092751583322321,"score_gpt":0.6395511829256675,"score_spread":0.1302760245934353,"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."}}